Triple

T19871992
Position Surface form Disambiguated ID Type / Status
Subject Hays USD 489 E477539 entity
Predicate operates P24 FINISHED
Object Hays Middle School
Hays Middle School is a public middle school in the Hays USD 489 district in Hays, Kansas, serving students in the intermediate grades before high school.
 E1401542 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: Hays Middle School | Statement: [Hays USD 489, operates, Hays Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hays Middle School
Context triple: [Hays USD 489, operates, Hays Middle School]
  • A. Hays Middle School
    Hays Middle School is a public middle school serving students in the Prosper Independent School District in Prosper, Texas.
  • B. Hays USD 489
    Hays USD 489 is a public school district serving students in the Hays, Kansas area across multiple grade levels.
  • C. Hawkins Middle School
    Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
  • D. Hawkins Middle School
    Hawkins Middle School is a public middle school serving students in the community of Belfair, Washington.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville 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: Hays Middle School
Triple: [Hays USD 489, operates, Hays Middle School]
Generated description
Hays Middle School is a public middle school in the Hays USD 489 district in Hays, Kansas, serving students in the intermediate grades before high school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hays Middle School
Target entity description: Hays Middle School is a public middle school in the Hays USD 489 district in Hays, Kansas, serving students in the intermediate grades before high school.
  • A. Hays Middle School
    Hays Middle School is a public middle school serving students in the Prosper Independent School District in Prosper, Texas.
  • B. Hays USD 489
    Hays USD 489 is a public school district serving students in the Hays, Kansas area across multiple grade levels.
  • C. Hawkins Middle School
    Hawkins Middle School is the fictional junior high school attended by the main kids in the Netflix series "Stranger Things," located in the small town of Hawkins, Indiana.
  • D. Hawkins Middle School
    Hawkins Middle School is a public middle school serving students in the community of Belfair, Washington.
  • E. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville 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_6a07ea3a02bc8190ad9d8fc40fbd3344 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ef6c2bd081908cd03ec9d30c6e3c completed May 16, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_6a07efb8b2a081909427b1b198109332 completed May 16, 2026, 4:16 a.m.
Created at: April 10, 2026, 1:51 p.m.