Triple

T19872011
Position Surface form Disambiguated ID Type / Status
Subject Hays USD 489 E477539 entity
Predicate abbreviation P43 FINISHED
Object USD 489
USD 489 is a public school district based in Hays, Kansas, serving students in the surrounding community.
E1399735 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: USD 489 | Statement: [Hays USD 489, abbreviation, USD 489]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USD 489
Context triple: [Hays USD 489, abbreviation, USD 489]
  • A. USD 469
    USD 469 is a public school district serving the Lansing, Kansas community and surrounding areas.
  • B. USD 450
    USD 450 is a public school district serving the Shawnee Heights area near Topeka, Kansas.
  • C. USD 437
    USD 437 is a public school district serving the Auburn–Washburn area near Topeka, Kansas, providing K–12 education to local communities.
  • D. USD 345
    USD 345 is a United States Navy seaman pay grade designation used to classify enlisted personnel at a specific junior rank level.
  • E. USD 457
    USD 457 is a public school district serving the Garden City, Kansas area.
  • 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: USD 489
Triple: [Hays USD 489, abbreviation, USD 489]
Generated description
USD 489 is a public school district based in Hays, Kansas, serving students in the surrounding community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USD 489
Target entity description: USD 489 is a public school district based in Hays, Kansas, serving students in the surrounding community.
  • A. USD 469
    USD 469 is a public school district serving the Lansing, Kansas community and surrounding areas.
  • B. USD 450
    USD 450 is a public school district serving the Shawnee Heights area near Topeka, Kansas.
  • C. USD 437
    USD 437 is a public school district serving the Auburn–Washburn area near Topeka, Kansas, providing K–12 education to local communities.
  • D. USD 345
    USD 345 is a United States Navy seaman pay grade designation used to classify enlisted personnel at a specific junior rank level.
  • E. USD 457
    USD 457 is a public school district serving the Garden City, Kansas area.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d826f88190be04188997952d1b completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc44f748190a65d88890960d90b completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:51 p.m.