Triple

T2121929
Position Surface form Disambiguated ID Type / Status
Subject Federally Administered Tribal Areas E43943 entity
Predicate composedOf P402 FINISHED
Object Orakzai Agency
Orakzai Agency was a former administrative district in Pakistan’s northwestern tribal belt, inhabited mainly by the Orakzai Pashtun tribe and later merged into Khyber Pakhtunkhwa province.
 E241887 NE FINISHED

How this triple was built (4 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: Orakzai Agency | Statement: [Federally Administered Tribal Areas, composedOf, Orakzai Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orakzai Agency
Context triple: [Federally Administered Tribal Areas, composedOf, Orakzai Agency]
  • A. Mohmand Agency
    Mohmand Agency was a former administrative district in Pakistan’s Federally Administered Tribal Areas along the Afghan border, inhabited mainly by Pashtun tribes.
  • B. Swat District
    Swat District is a mountainous administrative region in Pakistan’s Khyber Pakhtunkhwa province, renowned for its scenic valleys, rivers, and historical Buddhist heritage.
  • C. Khyber District
    Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
  • D. Mingora
    Mingora is the largest city in Pakistan’s Swat Valley, known as a commercial and tourist hub and as the hometown of Nobel laureate Malala Yousafzai.
  • E. Swabi
    Swabi is a city in northern Pakistan known as an agricultural and commercial center in the Khyber Pakhtunkhwa province.
  • 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: Orakzai Agency
Triple: [Federally Administered Tribal Areas, composedOf, Orakzai Agency]
Generated description
Orakzai Agency was a former administrative district in Pakistan’s northwestern tribal belt, inhabited mainly by the Orakzai Pashtun tribe and later merged into Khyber Pakhtunkhwa province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orakzai Agency
Target entity description: Orakzai Agency was a former administrative district in Pakistan’s northwestern tribal belt, inhabited mainly by the Orakzai Pashtun tribe and later merged into Khyber Pakhtunkhwa province.
  • A. Mohmand Agency
    Mohmand Agency was a former administrative district in Pakistan’s Federally Administered Tribal Areas along the Afghan border, inhabited mainly by Pashtun tribes.
  • B. Swat District
    Swat District is a mountainous administrative region in Pakistan’s Khyber Pakhtunkhwa province, renowned for its scenic valleys, rivers, and historical Buddhist heritage.
  • C. Khyber District
    Khyber District is an administrative district in northwestern Pakistan, strategically located along the historic Khyber Pass near the Afghan border.
  • D. Mingora
    Mingora is the largest city in Pakistan’s Swat Valley, known as a commercial and tourist hub and as the hometown of Nobel laureate Malala Yousafzai.
  • E. Swabi
    Swabi is a city in northern Pakistan known as an agricultural and commercial center in the Khyber Pakhtunkhwa province.
  • F. None of above. chosen

Provenance (5 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_69ae5d8e61d48190af0becdc5a040cd9 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e48eefc8190b459278860bb3217 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ec233788190a52dc1a135f7dfb9 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:44 p.m.