Triple

T9628993
Position Surface form Disambiguated ID Type / Status
Subject Trenton, Michigan E232545 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Trenton Public Schools
Trenton Public Schools is the public school district that serves students in the city of Trenton, Michigan.
 E810324 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: Trenton Public Schools | Statement: [Trenton, Michigan, hasSchoolDistrict, Trenton Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trenton Public Schools
Context triple: [Trenton, Michigan, hasSchoolDistrict, Trenton Public Schools]
  • A. Camden City School District
    Camden City School District is the public school system responsible for educating students in the city of Camden, New Jersey.
  • B. Piscataway Township Schools
    Piscataway Township Schools is a public school district serving students in pre-kindergarten through high school in Piscataway, New Jersey.
  • C. Toms River Regional Schools
    Toms River Regional Schools is a large public school district serving students in Toms River and surrounding communities in Ocean County, New Jersey.
  • D. Hillsborough Township School District
    Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
  • E. Morris Plains School District
    Morris Plains School District is a public school district that provides primary and middle school education to students in the borough of Morris Plains, New Jersey.
  • 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: Trenton Public Schools
Triple: [Trenton, Michigan, hasSchoolDistrict, Trenton Public Schools]
Generated description
Trenton Public Schools is the public school district that serves students in the city of Trenton, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trenton Public Schools
Target entity description: Trenton Public Schools is the public school district that serves students in the city of Trenton, Michigan.
  • A. Camden City School District
    Camden City School District is the public school system responsible for educating students in the city of Camden, New Jersey.
  • B. Piscataway Township Schools
    Piscataway Township Schools is a public school district serving students in pre-kindergarten through high school in Piscataway, New Jersey.
  • C. Toms River Regional Schools
    Toms River Regional Schools is a large public school district serving students in Toms River and surrounding communities in Ocean County, New Jersey.
  • D. Hillsborough Township School District
    Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
  • E. Morris Plains School District
    Morris Plains School District is a public school district that provides primary and middle school education to students in the borough of Morris Plains, New Jersey.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b00162481908f396f6b6e470d6c completed April 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17987e4008190a8d43641072a1c86 completed April 4, 2026, 8:50 p.m.
NEDg Description generation batch_69d17b479f708190bfbcf206b0fc84d4 completed April 4, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_69d17bc76be48190bb3376baf476de80 completed April 4, 2026, 8:59 p.m.
Created at: March 30, 2026, 8:10 p.m.