Triple

T10178806
Position Surface form Disambiguated ID Type / Status
Subject Mohmand Agency E235927 entity
Predicate partOf P40 FINISHED
Object FATA Agencies
FATA Agencies were a group of semi-autonomous tribal administrative units in northwestern Pakistan that existed under a special legal and political framework until their merger with Khyber Pakhtunkhwa province.
 E844888 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: FATA Agencies | Statement: [Mohmand Agency, partOf, FATA Agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FATA Agencies
Context triple: [Mohmand Agency, partOf, FATA Agencies]
  • A. Federal Investigation Agency of Pakistan
    The Federal Investigation Agency of Pakistan is the country’s principal federal law enforcement and investigative body, responsible for tackling crimes such as terrorism, human trafficking, cybercrime, and immigration violations.
  • B. Intelligence Bureau of Pakistan
    The Intelligence Bureau of Pakistan is the country’s civilian domestic intelligence and security agency responsible for internal security, counterintelligence, and counterterrorism operations.
  • C. National Police Bureau of Pakistan
    The National Police Bureau of Pakistan is a federal institution responsible for police policy development, reform, coordination, and research across the country’s law enforcement agencies.
  • D. Ministry of Interior of Pakistan
    The Ministry of Interior of Pakistan is the federal government body responsible for internal security, law and order, immigration, and oversight of key paramilitary and law enforcement agencies across the country.
  • E. Balochistan Police
    Balochistan Police is the provincial law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s Balochistan 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: FATA Agencies
Triple: [Mohmand Agency, partOf, FATA Agencies]
Generated description
FATA Agencies were a group of semi-autonomous tribal administrative units in northwestern Pakistan that existed under a special legal and political framework until their merger with Khyber Pakhtunkhwa province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FATA Agencies
Target entity description: FATA Agencies were a group of semi-autonomous tribal administrative units in northwestern Pakistan that existed under a special legal and political framework until their merger with Khyber Pakhtunkhwa province.
  • A. Federal Investigation Agency of Pakistan
    The Federal Investigation Agency of Pakistan is the country’s principal federal law enforcement and investigative body, responsible for tackling crimes such as terrorism, human trafficking, cybercrime, and immigration violations.
  • B. Intelligence Bureau of Pakistan
    The Intelligence Bureau of Pakistan is the country’s civilian domestic intelligence and security agency responsible for internal security, counterintelligence, and counterterrorism operations.
  • C. National Police Bureau of Pakistan
    The National Police Bureau of Pakistan is a federal institution responsible for police policy development, reform, coordination, and research across the country’s law enforcement agencies.
  • D. Ministry of Interior of Pakistan
    The Ministry of Interior of Pakistan is the federal government body responsible for internal security, law and order, immigration, and oversight of key paramilitary and law enforcement agencies across the country.
  • E. Balochistan Police
    Balochistan Police is the provincial law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s Balochistan 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdecd620808190892c6e3074500280 completed April 2, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3012d11488190a410d389034da887 completed April 6, 2026, 12:41 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:11 p.m.