Triple

T18984921
Position Surface form Disambiguated ID Type / Status
Subject Amesbury High School E464530 entity
Predicate governingBody P46 FINISHED
Object Amesbury Public Schools
Amesbury Public Schools is the public school district serving the city of Amesbury, Massachusetts, overseeing its primary and secondary education institutions.
 E1352365 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: Amesbury Public Schools | Statement: [Amesbury High School, governingBody, Amesbury Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amesbury Public Schools
Context triple: [Amesbury High School, governingBody, Amesbury Public Schools]
  • A. Amesbury Middle School
    Amesbury Middle School is a public middle school serving students in the city of Amesbury, Massachusetts.
  • B. Amesbury High School
    Amesbury High School is a public secondary school serving students in the small New England city of Amesbury, Massachusetts.
  • C. Amesbury Primary School
    Amesbury Primary School is a local primary education institution serving young children in the town of Amesbury, England.
  • D. Amherst School District
    Amherst School District is the public school system serving the town of Amherst in southern New Hampshire.
  • E. Hampshire Regional School District
    Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
  • 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: Amesbury Public Schools
Triple: [Amesbury High School, governingBody, Amesbury Public Schools]
Generated description
Amesbury Public Schools is the public school district serving the city of Amesbury, Massachusetts, overseeing its primary and secondary education institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amesbury Public Schools
Target entity description: Amesbury Public Schools is the public school district serving the city of Amesbury, Massachusetts, overseeing its primary and secondary education institutions.
  • A. Amesbury Middle School
    Amesbury Middle School is a public middle school serving students in the city of Amesbury, Massachusetts.
  • B. Amesbury High School
    Amesbury High School is a public secondary school serving students in the small New England city of Amesbury, Massachusetts.
  • C. Amesbury Primary School
    Amesbury Primary School is a local primary education institution serving young children in the town of Amesbury, England.
  • D. Amherst School District
    Amherst School District is the public school system serving the town of Amherst in southern New Hampshire.
  • E. Hampshire Regional School District
    Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d65ec0bc8190b878252b1b4c3620 completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad43dbb88190a34ff757ca925cbf completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05aedf05c4819096ac6a61ada4b310 completed May 14, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05afe523208190a97142cd8e3b887b completed May 14, 2026, 11:20 a.m.
Created at: April 10, 2026, 12:01 p.m.