Triple

T2121947
Position Surface form Disambiguated ID Type / Status
Subject Federally Administered Tribal Areas E43943 entity
Predicate constitutionalAmendmentForMerger P17936 FINISHED
Object Twenty-fifth Amendment to the Constitution of Pakistan
The Twenty-fifth Amendment to the Constitution of Pakistan is the 2018 constitutional change that abolished the Federally Administered Tribal Areas’ special status and integrated them into the province of Khyber Pakhtunkhwa.
E235929 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Twenty-fifth Amendment to the Constitution of Pakistan | Statement: [Federally Administered Tribal Areas, constitutionalAmendmentForMerger, Twenty-fifth Amendment to the Constitution of Pakistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twenty-fifth Amendment to the Constitution of Pakistan
Context triple: [Federally Administered Tribal Areas, constitutionalAmendmentForMerger, Twenty-fifth Amendment to the Constitution of Pakistan]
  • A. Constitution of Pakistan (1973)
    The Constitution of Pakistan (1973) is the supreme law that defines Pakistan as a federal parliamentary republic, outlining the structure, powers, and functions of the state’s institutions and guaranteeing fundamental rights to its citizens.
  • B. Constitution of Pakistan 1962
    The Constitution of Pakistan 1962 was the country’s second fundamental law, establishing a presidential system under military ruler Ayub Khan and reshaping Pakistan’s political and institutional framework until its replacement in 1973.
  • C. Constitution of Pakistan 1956
    The Constitution of Pakistan 1956 was the country’s first republican constitution, establishing Pakistan as an Islamic republic with a parliamentary system and replacing the colonial-era legal framework.
  • D. Interim Constitution of Azad Jammu and Kashmir
    The Interim Constitution of Azad Jammu and Kashmir is the foundational legal framework that defines the political structure, powers of government institutions, and relationship with Pakistan for the self-governing region of Azad Jammu and Kashmir.
  • E. Pakistan (Provisional Constitution) Order 1947
    The Pakistan (Provisional Constitution) Order 1947 was the legal instrument that established Pakistan’s initial constitutional framework at independence, replacing the colonial Government of India Act 1935 as the country’s interim basic law.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Twenty-fifth Amendment to the Constitution of Pakistan
Triple: [Federally Administered Tribal Areas, constitutionalAmendmentForMerger, Twenty-fifth Amendment to the Constitution of Pakistan]
Generated description
The Twenty-fifth Amendment to the Constitution of Pakistan is the 2018 constitutional change that abolished the Federally Administered Tribal Areas’ special status and integrated them into the province of Khyber Pakhtunkhwa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twenty-fifth Amendment to the Constitution of Pakistan
Target entity description: The Twenty-fifth Amendment to the Constitution of Pakistan is the 2018 constitutional change that abolished the Federally Administered Tribal Areas’ special status and integrated them into the province of Khyber Pakhtunkhwa.
  • A. Constitution of Pakistan (1973)
    The Constitution of Pakistan (1973) is the supreme law that defines Pakistan as a federal parliamentary republic, outlining the structure, powers, and functions of the state’s institutions and guaranteeing fundamental rights to its citizens.
  • B. Constitution of Pakistan 1962
    The Constitution of Pakistan 1962 was the country’s second fundamental law, establishing a presidential system under military ruler Ayub Khan and reshaping Pakistan’s political and institutional framework until its replacement in 1973.
  • C. Constitution of Pakistan 1956
    The Constitution of Pakistan 1956 was the country’s first republican constitution, establishing Pakistan as an Islamic republic with a parliamentary system and replacing the colonial-era legal framework.
  • D. Interim Constitution of Azad Jammu and Kashmir
    The Interim Constitution of Azad Jammu and Kashmir is the foundational legal framework that defines the political structure, powers of government institutions, and relationship with Pakistan for the self-governing region of Azad Jammu and Kashmir.
  • E. Pakistan (Provisional Constitution) Order 1947
    The Pakistan (Provisional Constitution) Order 1947 was the legal instrument that established Pakistan’s initial constitutional framework at independence, replacing the colonial Government of India Act 1935 as the country’s interim basic law.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: constitutionalAmendmentForMerger
Context triple: [Federally Administered Tribal Areas, constitutionalAmendmentForMerger, Twenty-fifth Amendment to the Constitution of Pakistan]
  • A. canAmendConstitution
    Indicates that an entity has the authority or power to modify or revise a constitution.
  • B. constitutionalChange
    Indicates a formal modification, addition, or removal of provisions within a constitution or foundational legal framework.
  • C. proposedAmendment
    Indicates that one entity has formally suggested a change or addition (an amendment) to another entity, such as a document, law, or agreement.
  • D. amendmentRequires
    Indicates that a particular amendment is necessary or must be applied in relation to another item, document, or condition.
  • E. typeOfAmendment chosen
    Indicates the specific kind or category of amendment that is being applied to something, such as a document, law, or agreement.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88717cfe48190b7ecdd68c824848a completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb51e8088190a1aeafee4e8dff63 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51999ca08190a726040df6825ba5 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae5209ae40819095e02cafb8112a1f completed March 9, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae529375788190aead19ec0874f11e completed March 9, 2026, 4:54 a.m.
PD Predicate disambiguation batch_69abb7bd86cc8190938ef06c1ed6d969 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:44 p.m.