Triple

T7089852
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Heights, New Jersey E165162 entity
Predicate contains P35 FINISHED
Object Columbia Middle School
Columbia Middle School is a public middle school serving students in the Berkeley Heights Township School District in New Jersey.
 E640573 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: Columbia Middle School | Statement: [Berkeley Heights, New Jersey, contains, Columbia Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Columbia Middle School
Context triple: [Berkeley Heights, New Jersey, contains, Columbia Middle School]
  • A. Columbia Middle School
    Columbia Middle School is a public middle school located in Sunnyvale, California, serving students in grades 6–8 within the Sunnyvale School District.
  • B. Columbia High School
    Columbia High School is a public secondary school in Maplewood, New Jersey, known in part for being the alma mater of R&B singer SZA.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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: Columbia Middle School
Triple: [Berkeley Heights, New Jersey, contains, Columbia Middle School]
Generated description
Columbia Middle School is a public middle school serving students in the Berkeley Heights Township School District in New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Columbia Middle School
Target entity description: Columbia Middle School is a public middle school serving students in the Berkeley Heights Township School District in New Jersey.
  • A. Columbia Middle School
    Columbia Middle School is a public middle school located in Sunnyvale, California, serving students in grades 6–8 within the Sunnyvale School District.
  • B. Columbia High School
    Columbia High School is a public secondary school in Maplewood, New Jersey, known in part for being the alma mater of R&B singer SZA.
  • C. South Middle School
    South Middle School is a public middle school in Braintree, Massachusetts, serving students in the Braintree Public Schools district.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e52ec0348190ac090c2fee3edfb8 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7948cb3d48190993134d709924e3d completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7962ec0bc8190a9223ebb245d0914 completed March 28, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69c79709ed808190a9f09f5350ba2ffd completed March 28, 2026, 8:53 a.m.
Created at: March 27, 2026, 2:41 p.m.