Triple

T3530598
Position Surface form Disambiguated ID Type / Status
Subject Livingston, New Jersey E74649 entity
Predicate hasMiddleSchool P113 FINISHED
Object Heritage Middle School
Heritage Middle School is a public middle school serving students in the Livingston Township school district in Livingston, New Jersey.
 E364451 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 Middle School | Statement: [Livingston, New Jersey, hasMiddleSchool, Heritage Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heritage Middle School
Context triple: [Livingston, New Jersey, hasMiddleSchool, Heritage Middle School]
  • A. Heritage High School
    Heritage High School is a public secondary school serving students in the Leesburg, Virginia area.
  • B. American Heritage School
    American Heritage School is a prominent private college preparatory school known for its rigorous academics and extensive extracurricular programs.
  • C. 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.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Highcrest Middle School
    Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois 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 Middle School
Triple: [Livingston, New Jersey, hasMiddleSchool, Heritage Middle School]
Generated description
Heritage Middle School is a public middle school serving students in the Livingston Township school district in Livingston, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heritage Middle School
Target entity description: Heritage Middle School is a public middle school serving students in the Livingston Township school district in Livingston, New Jersey.
  • A. Heritage High School
    Heritage High School is a public secondary school serving students in the Leesburg, Virginia area.
  • B. American Heritage School
    American Heritage School is a prominent private college preparatory school known for its rigorous academics and extensive extracurricular programs.
  • C. 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.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Highcrest Middle School
    Highcrest Middle School is a public middle school serving students in the Wilmette, Illinois 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc988ee081909c6b9d5eed0d2d6d completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e97536881908d5ed3dfe602c9e0 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37f232b8881908f7b4df89399d1d8 completed March 13, 2026, 3:06 a.m.
NED2 Entity disambiguation (via description) batch_69b37f8fea9481909eb82a06e6c71e98 completed March 13, 2026, 3:08 a.m.
Created at: March 8, 2026, 3:19 p.m.