Triple
T13012267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlboro Township, New Jersey |
E322447
|
entity |
| Predicate | publicSchoolDistrict |
P226
|
FINISHED |
| Object |
Marlboro Township Public School District
Marlboro Township Public School District is a New Jersey public school system that provides K–8 education to students in Marlboro Township before they attend the regional high school district.
|
E1015473
|
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: Marlboro Township Public School District | Statement: [Marlboro Township, New Jersey, publicSchoolDistrict, Marlboro Township Public School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlboro Township Public School District Context triple: [Marlboro Township, New Jersey, publicSchoolDistrict, Marlboro Township Public School District]
-
A.
Woodbridge Township School District
Woodbridge Township School District is a public school system that provides K–12 education to students residing in Woodbridge Township, New Jersey.
-
B.
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.
-
C.
Bernards Township School District
Bernards Township School District is a public school district serving students in Bernards Township, including the community of Basking Ridge, in Somerset County, New Jersey.
-
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.
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.
- 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: Marlboro Township Public School District Triple: [Marlboro Township, New Jersey, publicSchoolDistrict, Marlboro Township Public School District]
Generated description
Marlboro Township Public School District is a New Jersey public school system that provides K–8 education to students in Marlboro Township before they attend the regional high school district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlboro Township Public School District Target entity description: Marlboro Township Public School District is a New Jersey public school system that provides K–8 education to students in Marlboro Township before they attend the regional high school district.
-
A.
Woodbridge Township School District
Woodbridge Township School District is a public school system that provides K–12 education to students residing in Woodbridge Township, New Jersey.
-
B.
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.
-
C.
Bernards Township School District
Bernards Township School District is a public school district serving students in Bernards Township, including the community of Basking Ridge, in Somerset County, New Jersey.
-
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.
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.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ecbb8f4819094d55eb07cb5ad97 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c10d5b9881909db688c1ab0e6a77 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c277e6248190870b3bf9869716a7 |
completed | May 3, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c38bc0b08190b76cb0853d99ad82 |
completed | May 3, 2026, 3:39 a.m. |
Created at: April 9, 2026, 8:49 p.m.