Triple

T2807779
Position Surface form Disambiguated ID Type / Status
Subject Bannu E54094 entity
Predicate administrativeCenterOf P383 FINISHED
Object Bannu District
Bannu District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its strategic location near the Afghan border and its predominantly Pashtun population.
E57454 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: Bannu District | Statement: [Bannu, administrativeCenterOf, Bannu District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bannu District
Context triple: [Bannu, administrativeCenterOf, Bannu District]
  • A. Kurram District
    Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
  • B. Bannu Division
    Bannu Division is an administrative division in southern Khyber Pakhtunkhwa, Pakistan, centered around the city of Bannu and comprising several districts.
  • C. Lakki Marwat District
    Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
  • D. Thatta District
    Thatta District is an administrative district in the Sindh province of Pakistan, known for its historical city of Thatta and numerous archaeological and cultural heritage sites.
  • E. Malir District
    Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
  • 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: Bannu District
Triple: [Bannu, administrativeCenterOf, Bannu District]
Generated description
Bannu District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its strategic location near the Afghan border and its predominantly Pashtun population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bannu District
Target entity description: Bannu District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its strategic location near the Afghan border and its predominantly Pashtun population.
  • A. Kurram District
    Kurram District is an administrative district in northwestern Pakistan, located along the Afghan border and known for its strategically important Kurram Valley and ethnically diverse population.
  • B. Bannu Division chosen
    Bannu Division is an administrative division in southern Khyber Pakhtunkhwa, Pakistan, centered around the city of Bannu and comprising several districts.
  • C. Lakki Marwat District
    Lakki Marwat District is an administrative district in Pakistan’s Khyber Pakhtunkhwa province, known for its predominantly Pashtun population and agrarian economy.
  • D. Thatta District
    Thatta District is an administrative district in the Sindh province of Pakistan, known for its historical city of Thatta and numerous archaeological and cultural heritage sites.
  • E. Malir District
    Malir District is an administrative district in the eastern part of Karachi, Pakistan, known for its relatively rural character, agricultural land, and rapidly growing urban settlements.
  • F. None of above.

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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2fdcf88190a52e515c166ea8f7 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b23582f3508190a9eb50e11a08d0f5 completed March 12, 2026, 3:39 a.m.
NEDg Description generation batch_69b236962ee48190b37836e5fe6dbc37 completed March 12, 2026, 3:44 a.m.
NED2 Entity disambiguation (via description) batch_69b237397e14819093a7192d28c59ad1 completed March 12, 2026, 3:47 a.m.
Created at: March 6, 2026, 9:59 p.m.