Triple

T19911831
Position Surface form Disambiguated ID Type / Status
Subject Punjab Police E478564 entity
Predicate hasDivision P35 FINISHED
Object Armed Police, Punjab
Armed Police, Punjab is a specialized paramilitary-style wing of the Punjab Police responsible for handling high-risk security, riot control, and counterinsurgency operations in the state.
E478564 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: Armed Police, Punjab | Statement: [Punjab Police, hasDivision, Armed Police, Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Police, Punjab
Context triple: [Punjab Police, hasDivision, Armed Police, Punjab]
  • A. Punjab Police
    Punjab Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security across the Indian state of Punjab.
  • B. Punjab Police
    Punjab Police is the provincial law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s Punjab province.
  • C. Pakistan Police
    Pakistan Police is the civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s provinces and territories.
  • D. Punjab Frontier Force
    The Punjab Frontier Force was a British Indian Army formation composed of elite regiments raised to police and defend the volatile North-West Frontier region of colonial India.
  • 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: Armed Police, Punjab
Triple: [Punjab Police, hasDivision, Armed Police, Punjab]
Generated description
Armed Police, Punjab is a specialized paramilitary-style wing of the Punjab Police responsible for handling high-risk security, riot control, and counterinsurgency operations in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Police, Punjab
Target entity description: Armed Police, Punjab is a specialized paramilitary-style wing of the Punjab Police responsible for handling high-risk security, riot control, and counterinsurgency operations in the state.
  • A. Punjab Police
    Punjab Police is the provincial law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s Punjab province.
  • B. Punjab Police chosen
    Punjab Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security across the Indian state of Punjab.
  • C. Pakistan Police
    Pakistan Police is the civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws across Pakistan’s provinces and territories.
  • D. Punjab Frontier Force
    The Punjab Frontier Force was a British Indian Army formation composed of elite regiments raised to police and defend the volatile North-West Frontier region of colonial India.
  • 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.

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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659908ba88190ae0ee0fbfe4ddf64 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea4da7b08190a91e34dc73c45042 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ec5609748190b38b8bfce84924b5 completed May 16, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_6a07ed1b06a88190a837c3aaf32438c9 completed May 16, 2026, 4:05 a.m.
Created at: April 10, 2026, 1:53 p.m.