Triple

T13228417
Position Surface form Disambiguated ID Type / Status
Subject Bedford Public Schools E314940 entity
Predicate abbreviation P43 FINISHED
Object BPS
BPS is the commonly used acronym for the Bedford Public Schools district.
 E1028072 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: [Bedford Public Schools, abbreviation, BPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BPS
Context triple: [Bedford Public Schools, abbreviation, 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
    BPS is the commonly used abbreviation for Brockton Public Schools, a public school district serving the city of Brockton, Massachusetts.
  • D. BPS
    BPS is a minimalist framework in generative syntax that represents sentence structure using hierarchically arranged, feature-driven phrase markers without traditional phrase structure rules.
  • E. BPS
    BPS is the National Rail station code for Blackpool South railway station in Lancashire, England.
  • 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: [Bedford Public Schools, abbreviation, BPS]
Generated description
BPS is the commonly used acronym for the Bedford Public Schools district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BPS
Target entity description: BPS is the commonly used acronym for the Bedford Public Schools district.
  • 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
    BPS is the commonly used abbreviation for Brockton Public Schools, a public school district serving the city of Brockton, Massachusetts.
  • D. BPS
    BPS is a minimalist framework in generative syntax that represents sentence structure using hierarchically arranged, feature-driven phrase markers without traditional phrase structure rules.
  • E. BPS
    BPS is the National Rail station code for Blackpool South railway station in Lancashire, England.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d3232d48190a3c792b025c596a6 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2a4b0c8190a853a1f6f4d1cbaf completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f70099f98081909877392c9ec49766 completed May 3, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69f702620bc881909d4348fd2c709232 completed May 3, 2026, 8:08 a.m.
Created at: April 9, 2026, 9:21 p.m.