Triple

T5732806
Position Surface form Disambiguated ID Type / Status
Subject Brockton Public Schools E126423 entity
Predicate hasAbbreviation P43 FINISHED
Object BPS
BPS is the commonly used abbreviation for Brockton Public Schools, a public school district serving the city of Brockton, Massachusetts.
 E541066 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: BPS | Statement: [Brockton Public Schools, hasAbbreviation, BPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BPS
Context triple: [Brockton Public Schools, hasAbbreviation, BPS]
  • A. BPS
    BPS is Pakistan’s standardized government pay and grading structure used to determine salaries, benefits, and promotion scales for public sector employees.
  • B. BPS
    BPS refers to the Brigada Político-Social, the Francoist Spanish political police force notorious for repressing and persecuting political dissidents during the dictatorship.
  • C. BPS-1
    BPS-1 is the lowest grade in Pakistan’s Basic Pay Scale system, typically assigned to unskilled or entry-level government positions with the minimum salary and benefits.
  • D. BPS-3
    BPS-3 is a lower-tier government job grade in Pakistan’s Basic Pay Scale system, typically assigned to entry-level support and clerical positions with modest salary and benefits.
  • E. BPS-4
    BPS-4 is a lower-middle grade in Pakistan’s Basic Pay Scale system, typically assigned to junior support and clerical positions in government service.
  • 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: BPS
Triple: [Brockton Public Schools, hasAbbreviation, BPS]
Generated description
BPS is the commonly used abbreviation for Brockton Public Schools, a public school district serving the city of Brockton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BPS
Target entity description: BPS is the commonly used abbreviation for Brockton Public Schools, a public school district serving the city of Brockton, Massachusetts.
  • A. BPS
    BPS is Pakistan’s standardized government pay and grading structure used to determine salaries, benefits, and promotion scales for public sector employees.
  • B. BPS
    BPS refers to the Brigada Político-Social, the Francoist Spanish political police force notorious for repressing and persecuting political dissidents during the dictatorship.
  • C. BPS-1
    BPS-1 is the lowest grade in Pakistan’s Basic Pay Scale system, typically assigned to unskilled or entry-level government positions with the minimum salary and benefits.
  • D. BPS-3
    BPS-3 is a lower-tier government job grade in Pakistan’s Basic Pay Scale system, typically assigned to entry-level support and clerical positions with modest salary and benefits.
  • E. BPS-4
    BPS-4 is a lower-middle grade in Pakistan’s Basic Pay Scale system, typically assigned to junior support and clerical positions in government service.
  • 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02534288c8190807dcdd183fccfe5 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a931b3c819092119a1587625eb5 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:47 p.m.