Triple
T21291319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlboro, New York |
E524796
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Marlboro Central School District
Marlboro Central School District is a public school district serving students in the Marlboro area of Ulster County, New York.
|
E1476582
|
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 Central School District | Statement: [Marlboro, New York, hasEducationalInstitution, Marlboro Central School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlboro Central School District Context triple: [Marlboro, New York, hasEducationalInstitution, Marlboro Central School District]
-
A.
Valley Central School District
Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
-
B.
Argyle Central School District
Argyle Central School District is a public school district serving students in the rural community of Argyle in Washington County, New York.
-
C.
Remsen Central School District
Remsen Central School District is a public school district serving students in the rural community of Remsen in Oneida County, New York.
-
D.
Clinton Central School District
Clinton Central School District is a public school district serving students in the village of Clinton and surrounding areas in Oneida County, New York.
-
E.
Waverly Central School District
Waverly Central School District is a public school district in New York State that serves students in and around the Village of Waverly and neighboring communities.
- 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 Central School District Triple: [Marlboro, New York, hasEducationalInstitution, Marlboro Central School District]
Generated description
Marlboro Central School District is a public school district serving students in the Marlboro area of Ulster County, New York.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlboro Central School District Target entity description: Marlboro Central School District is a public school district serving students in the Marlboro area of Ulster County, New York.
-
A.
Valley Central School District
Valley Central School District is a public school district serving students in and around the Town of Wallkill in Orange County, New York.
-
B.
Argyle Central School District
Argyle Central School District is a public school district serving students in the rural community of Argyle in Washington County, New York.
-
C.
Remsen Central School District
Remsen Central School District is a public school district serving students in the rural community of Remsen in Oneida County, New York.
-
D.
Clinton Central School District
Clinton Central School District is a public school district serving students in the village of Clinton and surrounding areas in Oneida County, New York.
-
E.
Waverly Central School District
Waverly Central School District is a public school district in New York State that serves students in and around the Village of Waverly and neighboring communities.
- 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_69e0b5171f6c8190a5d57201ede73811 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736da28648190ae3f63c6ba1f6d6f |
completed | April 21, 2026, 8:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09980e17f0819087ae4fd3712fb584 |
completed | May 17, 2026, 10:27 a.m. |
| NEDg | Description generation | batch_6a0998d6b37881908a1b09afc1f67746 |
completed | May 17, 2026, 10:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0999884e0481909b7ea54cd7ef87b5 |
completed | May 17, 2026, 10:33 a.m. |
Created at: April 16, 2026, 4:04 p.m.