Triple

T4824524
Position Surface form Disambiguated ID Type / Status
Subject Charlton, Massachusetts E107789 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Heritage School
Heritage School is a public educational institution serving elementary and middle-grade students in Charlton, Massachusetts.
 E473080 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: Heritage School | Statement: [Charlton, Massachusetts, hasEducationalInstitution, Heritage School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heritage School
Context triple: [Charlton, Massachusetts, hasEducationalInstitution, Heritage School]
  • A. Heritage Middle School
    Heritage Middle School is a public middle school serving students in the Livingston Township school district in Livingston, New Jersey.
  • B. Heritage High School
    Heritage High School is a public secondary school serving students in the Leesburg, Virginia area.
  • C. American Heritage School
    American Heritage School is a prominent private college preparatory school known for its rigorous academics and extensive extracurricular programs.
  • D. Heritage Hills High School
    Heritage Hills High School is a public high school in Indiana best known for being the alma mater of former NFL quarterback Jay Cutler.
  • E. South School
    South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
  • 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: Heritage School
Triple: [Charlton, Massachusetts, hasEducationalInstitution, Heritage School]
Generated description
Heritage School is a public educational institution serving elementary and middle-grade students in Charlton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heritage School
Target entity description: Heritage School is a public educational institution serving elementary and middle-grade students in Charlton, Massachusetts.
  • A. Heritage Middle School
    Heritage Middle School is a public middle school serving students in the Livingston Township school district in Livingston, New Jersey.
  • B. Heritage High School
    Heritage High School is a public secondary school serving students in the Leesburg, Virginia area.
  • C. American Heritage School
    American Heritage School is a prominent private college preparatory school known for its rigorous academics and extensive extracurricular programs.
  • D. Heritage Hills High School
    Heritage Hills High School is a public high school in Indiana best known for being the alma mater of former NFL quarterback Jay Cutler.
  • E. South School
    South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cadb2bc81909455149e46eb593a completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dc6ddcc8190903c0737476bbe36 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4fd6581881908ce99ed0e531504d completed March 21, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69be5037528881909e17870b7d01fa1f completed March 21, 2026, 8 a.m.
Created at: March 20, 2026, 1:24 p.m.