Triple

T16603315
Position Surface form Disambiguated ID Type / Status
Subject Hingham, Massachusetts E403385 entity
Predicate hasHighSchool P113 FINISHED
Object Hingham High School
Hingham High School is a public secondary school serving students in grades 9–12 in the coastal town of Hingham, Massachusetts.
E1223811 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: Hingham High School | Statement: [Hingham, Massachusetts, hasHighSchool, Hingham High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hingham High School
Context triple: [Hingham, Massachusetts, hasHighSchool, Hingham High School]
  • A. Hingham Public Schools
    Hingham Public Schools is the public school district serving students in the town of Hingham, Massachusetts, providing K–12 education through its local schools.
  • B. Stoneham High School
    Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
  • C. Marblehead High School
    Marblehead High School is the public secondary school serving students in grades 9–12 in the coastal town of Marblehead, Massachusetts.
  • D. Swampscott High School
    Swampscott High School is a public secondary school serving students in the coastal town of Swampscott, Massachusetts.
  • E. Holliston High School
    Holliston High School is a public secondary school serving students in grades 9–12 in the town of Holliston, 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: Hingham High School
Triple: [Hingham, Massachusetts, hasHighSchool, Hingham High School]
Generated description
Hingham High School is a public secondary school serving students in grades 9–12 in the coastal town of Hingham, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hingham High School
Target entity description: Hingham High School is a public secondary school serving students in grades 9–12 in the coastal town of Hingham, Massachusetts.
  • A. Hingham Public Schools
    Hingham Public Schools is the public school district serving students in the town of Hingham, Massachusetts, providing K–12 education through its local schools.
  • B. Stoneham High School
    Stoneham High School is a public secondary school serving students in the town of Stoneham, Massachusetts.
  • C. Marblehead High School
    Marblehead High School is the public secondary school serving students in grades 9–12 in the coastal town of Marblehead, Massachusetts.
  • D. Swampscott High School
    Swampscott High School is a public secondary school serving students in the coastal town of Swampscott, Massachusetts.
  • E. Holliston High School
    Holliston High School is a public secondary school serving students in grades 9–12 in the town of Holliston, 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d77d97c8190a63330897e49a9c9 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007daa9f7c8190a9540d9a7a6ca6fb completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e6507208190b3f32c05a2f647bd completed May 10, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a007f2cefa081908734a907da33a72f completed May 10, 2026, 12:50 p.m.
Created at: April 10, 2026, 5:17 a.m.