Triple

T19389052
Position Surface form Disambiguated ID Type / Status
Subject Sanger, Texas E485012 entity
Predicate hasMiddleSchool P113 FINISHED
Object Sanger Middle School
Sanger Middle School is a public middle school serving students in the Sanger Independent School District in Sanger, Texas.
 E1374677 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: Sanger Middle School | Statement: [Sanger, Texas, hasMiddleSchool, Sanger Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sanger Middle School
Context triple: [Sanger, Texas, hasMiddleSchool, Sanger Middle School]
  • A. Sullivan Middle School
    Sullivan Middle School is a public middle school serving students in the community of Bonsall in northern San Diego County, California.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Bird Middle School
    Bird Middle School is a public middle school serving students in the town of Walpole, Massachusetts.
  • E. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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: Sanger Middle School
Triple: [Sanger, Texas, hasMiddleSchool, Sanger Middle School]
Generated description
Sanger Middle School is a public middle school serving students in the Sanger Independent School District in Sanger, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sanger Middle School
Target entity description: Sanger Middle School is a public middle school serving students in the Sanger Independent School District in Sanger, Texas.
  • A. Sullivan Middle School
    Sullivan Middle School is a public middle school serving students in the community of Bonsall in northern San Diego County, California.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Bird Middle School
    Bird Middle School is a public middle school serving students in the town of Walpole, Massachusetts.
  • E. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b425e848190ab5ae8ae0a034fe2 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733c5899c8190bbd380c8f1cfbb80 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734b107748190bb5c6a192e2384e8 completed May 15, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_6a07355c10c881909f8a2a3a6b7e7dfe completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:36 p.m.