Triple

T10547478
Position Surface form Disambiguated ID Type / Status
Subject South Amboy, New Jersey E248858 entity
Predicate hasSchoolDistrict P226 FINISHED
Object South Amboy Public Schools
South Amboy Public Schools is the public school district responsible for providing K–12 education to students in the small city of South Amboy in Middlesex County, New Jersey.
 E871046 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: South Amboy Public Schools | Statement: [South Amboy, New Jersey, hasSchoolDistrict, South Amboy Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Amboy Public Schools
Context triple: [South Amboy, New Jersey, hasSchoolDistrict, South Amboy Public Schools]
  • A. Perth Amboy Public Schools
    Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
  • B. Asbury Park School District
    Asbury Park School District is a public school system serving students in the coastal city of Asbury Park, 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. Florham Park School District
    Florham Park School District is a public school system that provides elementary and middle school education to students in the suburban community of Florham Park, 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: South Amboy Public Schools
Triple: [South Amboy, New Jersey, hasSchoolDistrict, South Amboy Public Schools]
Generated description
South Amboy Public Schools is the public school district responsible for providing K–12 education to students in the small city of South Amboy in Middlesex County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Amboy Public Schools
Target entity description: South Amboy Public Schools is the public school district responsible for providing K–12 education to students in the small city of South Amboy in Middlesex County, New Jersey.
  • A. Perth Amboy Public Schools
    Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
  • B. Asbury Park School District
    Asbury Park School District is a public school system serving students in the coastal city of Asbury Park, 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. Florham Park School District
    Florham Park School District is a public school system that provides elementary and middle school education to students in the suburban community of Florham Park, 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d526d20ef48190ab9f70d4ce5f2a11 completed April 7, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93457af7c819090f576ae606c5849 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: April 6, 2026, 12:33 p.m.