Triple

T10547479
Position Surface form Disambiguated ID Type / Status
Subject South Amboy, New Jersey E248858 entity
Predicate hasHighSchool P113 FINISHED
Object South Amboy Middle High School
South Amboy Middle High School is a combined middle and high school serving students in grades 6–12 in the small waterfront city of South Amboy, 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 Middle High School | Statement: [South Amboy, New Jersey, hasHighSchool, South Amboy Middle High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Amboy Middle High School
Context triple: [South Amboy, New Jersey, hasHighSchool, South Amboy Middle High School]
  • A. 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.
  • B. Perth Amboy Public Schools
    Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
  • C. Monmouth Regional High School
    Monmouth Regional High School is a public secondary school serving students from Tinton Falls and surrounding communities in Monmouth County, New Jersey.
  • D. South Plainfield High School
    South Plainfield High School is a public secondary school serving students in grades 9–12 in the borough of South Plainfield, New Jersey.
  • E. Millburn High School
    Millburn High School is a public high school in Millburn, New Jersey, known for its strong academics and notable alumni, including actress Anne Hathaway.
  • 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 Middle High School
Triple: [South Amboy, New Jersey, hasHighSchool, South Amboy Middle High School]
Generated description
South Amboy Middle High School is a combined middle and high school serving students in grades 6–12 in the small waterfront city of South Amboy, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Amboy Middle High School
Target entity description: South Amboy Middle High School is a combined middle and high school serving students in grades 6–12 in the small waterfront city of South Amboy, New Jersey.
  • A. South Amboy Public Schools chosen
    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.
  • B. Perth Amboy Public Schools
    Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
  • C. Monmouth Regional High School
    Monmouth Regional High School is a public secondary school serving students from Tinton Falls and surrounding communities in Monmouth County, New Jersey.
  • D. South Plainfield High School
    South Plainfield High School is a public secondary school serving students in grades 9–12 in the borough of South Plainfield, New Jersey.
  • E. Millburn High School
    Millburn High School is a public high school in Millburn, New Jersey, known for its strong academics and notable alumni, including actress Anne Hathaway.
  • F. None of above.

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_69d94b3148dc81908720c27e58a325ab completed April 10, 2026, 7:10 p.m.
NEDg Description generation batch_69d94ca07da481908f2d546f8ddc9326 completed April 10, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d94e8687bc819082b672a64bf85500 completed April 10, 2026, 7:24 p.m.
Created at: April 6, 2026, 12:33 p.m.