Triple

T17835473
Position Surface form Disambiguated ID Type / Status
Subject Stoughton, Massachusetts E445371 entity
Predicate hasHighSchool P113 FINISHED
Object Stoughton High School
Stoughton High School is a public secondary school serving students in the town of Stoughton, Massachusetts.
E1292231 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: Stoughton High School | Statement: [Stoughton, Massachusetts, hasHighSchool, Stoughton High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stoughton High School
Context triple: [Stoughton, Massachusetts, hasHighSchool, Stoughton High School]
  • A. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • B. Stoughton Public Schools
    Stoughton Public Schools is the public school district that serves students in the town of Stoughton, Massachusetts, providing K–12 education through its network of local schools.
  • C. Stoneham High School
    Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
  • D. Stoughton Area School District
    Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
  • E. Winthrop High School
    Winthrop High School is a public secondary school serving students in the small town of Winthrop in central Maine.
  • 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: Stoughton High School
Triple: [Stoughton, Massachusetts, hasHighSchool, Stoughton High School]
Generated description
Stoughton High School is a public secondary school serving students in the town of Stoughton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stoughton High School
Target entity description: Stoughton High School is a public secondary school serving students in the town of Stoughton, Massachusetts.
  • A. Stoughton High School
    Stoughton High School is a public secondary school serving students in the Stoughton, Wisconsin area.
  • B. Stoughton Public Schools
    Stoughton Public Schools is the public school district that serves students in the town of Stoughton, Massachusetts, providing K–12 education through its network of local schools.
  • C. Stoneham High School
    Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
  • D. Stoughton Area School District
    Stoughton Area School District is a public school district that serves students in the Stoughton, Wisconsin community and surrounding areas.
  • E. Winthrop High School
    Winthrop High School is a public secondary school serving students in the small town of Winthrop in central Maine.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d271e4481909664897cb789fe4a completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c58d9408190b0fdfe3a446c833f completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d738f94819087105783689935f0 completed May 12, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a030e300bd881908480e68413c5d1c4 completed May 12, 2026, 11:25 a.m.
Created at: April 10, 2026, 10:16 a.m.