Triple
T1562744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth Amboy |
E33362
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Perth Amboy Public Schools
Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
|
E182304
|
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: Perth Amboy Public Schools | Statement: [Perth Amboy, hasEducationalInstitution, Perth Amboy Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perth Amboy Public Schools Context triple: [Perth Amboy, hasEducationalInstitution, Perth Amboy Public Schools]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
West Windsor-Plainsboro Regional School District
West Windsor-Plainsboro Regional School District is a highly regarded public school system in New Jersey serving students from both West Windsor and Plainsboro townships.
-
E.
Piscataway Township Schools
Piscataway Township Schools is a public school district serving students in pre-kindergarten through high school in Piscataway, 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: Perth Amboy Public Schools Triple: [Perth Amboy, hasEducationalInstitution, Perth Amboy Public Schools]
Generated description
Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perth Amboy Public Schools Target entity description: Perth Amboy Public Schools is the public school district serving students in the city of Perth Amboy, New Jersey.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
West Windsor-Plainsboro Regional School District
West Windsor-Plainsboro Regional School District is a highly regarded public school system in New Jersey serving students from both West Windsor and Plainsboro townships.
-
E.
Piscataway Township Schools
Piscataway Township Schools is a public school district serving students in pre-kindergarten through high school in Piscataway, 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_69a885ef9cf48190b0af0f5ce3d02231 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908886efc8190a630ef1e06d0d9cb |
completed | March 5, 2026, 4:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51ab8e208190b4bcf03e9a661070 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad5277c64481909ffe991fd4579d0d |
completed | March 8, 2026, 10:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52f8dda48190969a31b85b1d5134 |
completed | March 8, 2026, 10:44 a.m. |
Created at: March 4, 2026, 7:27 p.m.