Triple

T2121932
Position Surface form Disambiguated ID Type / Status
Subject Federally Administered Tribal Areas E43943 entity
Predicate composedOf P402 FINISHED
Object South Waziristan Agency
South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
E250494 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: South Waziristan Agency | Statement: [Federally Administered Tribal Areas, composedOf, South Waziristan Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Waziristan Agency
Context triple: [Federally Administered Tribal Areas, composedOf, South Waziristan Agency]
  • A. North Waziristan Agency
    North Waziristan Agency was a former tribal district in northwestern Pakistan along the Afghan border, known for its rugged terrain, Pashtun tribal society, and strategic significance in regional security and militancy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Kurram Agency
    Kurram Agency was an administrative district in Pakistan’s former Federally Administered Tribal Areas, located along the Afghan border and known for its strategic Kurram Valley and significant Shia Muslim population.
  • 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: South Waziristan Agency
Triple: [Federally Administered Tribal Areas, composedOf, South Waziristan Agency]
Generated description
South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Waziristan Agency
Target entity description: South Waziristan Agency was a mountainous, tribal administrative district in northwestern Pakistan along the Afghan border, known for its strategic location and history of militancy and military operations.
  • A. North Waziristan Agency
    North Waziristan Agency was a former tribal district in northwestern Pakistan along the Afghan border, known for its rugged terrain, Pashtun tribal society, and strategic significance in regional security and militancy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Kurram Agency
    Kurram Agency was an administrative district in Pakistan’s former Federally Administered Tribal Areas, located along the Afghan border and known for its strategic Kurram Valley and significant Shia Muslim population.
  • 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_69ae71ac8a0081909cbb1187513bfc56 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae759def9881909c94ed211790d741 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae7634343c819094efcb7bea49ef9e completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:44 p.m.