Triple

T3865883
Position Surface form Disambiguated ID Type / Status
Subject Ashland, Massachusetts E91850 entity
Predicate hasMiddleSchool P113 FINISHED
Object Ashland Middle School
Ashland Middle School is a public middle school serving students in the town of Ashland, Massachusetts.
 E398443 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: Ashland Middle School | Statement: [Ashland, Massachusetts, hasMiddleSchool, Ashland Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashland Middle School
Context triple: [Ashland, Massachusetts, hasMiddleSchool, Ashland Middle School]
  • A. Ashland High School
    Ashland High School is a public secondary school serving students in the town of Ashland, Massachusetts.
  • B. Ashland Public Schools
    Ashland Public Schools is the public school district that serves students in the town of Ashland, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Andrews Middle School
    Andrews Middle School is a public middle school in Medford, Massachusetts, serving students in the Medford Public Schools district.
  • E. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, 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: Ashland Middle School
Triple: [Ashland, Massachusetts, hasMiddleSchool, Ashland Middle School]
Generated description
Ashland Middle School is a public middle school serving students in the town of Ashland, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashland Middle School
Target entity description: Ashland Middle School is a public middle school serving students in the town of Ashland, Massachusetts.
  • A. Ashland High School
    Ashland High School is a public secondary school serving students in the town of Ashland, Massachusetts.
  • B. Ashland Public Schools
    Ashland Public Schools is the public school district that serves students in the town of Ashland, Massachusetts.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Andrews Middle School
    Andrews Middle School is a public middle school in Medford, Massachusetts, serving students in the Medford Public Schools district.
  • E. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3b8d988190b56d42ac1521e19c completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52840f9b4819098fa220189222210 completed March 14, 2026, 9:20 a.m.
NEDg Description generation batch_69b528bdbc948190872bbd8f013591f9 completed March 14, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69b5291a80a48190aa5daa5bd9d1f554 completed March 14, 2026, 9:23 a.m.
Created at: March 9, 2026, 3:19 p.m.