Triple
T21290860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamston, Michigan |
E524783
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Williamston Middle School
Williamston Middle School is a public middle school serving students in the Williamston Community Schools district in Williamston, Michigan.
|
E1479032
|
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: Williamston Middle School | Statement: [Williamston, Michigan, hasMiddleSchool, Williamston Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamston Middle School Context triple: [Williamston, Michigan, hasMiddleSchool, Williamston Middle School]
-
A.
Wilmington Middle School
Wilmington Middle School is a public middle school serving students in the town of Wilmington, Massachusetts.
-
B.
Weston Middle School
Weston Middle School is a public middle school serving students in the town of Weston, Massachusetts.
-
C.
Weston Middle School
Weston Middle School is a public middle school serving students in the town of Weston, Connecticut.
-
D.
Willamina Middle School
Willamina Middle School is a public middle school serving students in the small rural community of Willamina, Oregon.
-
E.
Windham Middle School
Windham Middle School is a public middle school serving students in the town of Windham, Maine.
- 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: Williamston Middle School Triple: [Williamston, Michigan, hasMiddleSchool, Williamston Middle School]
Generated description
Williamston Middle School is a public middle school serving students in the Williamston Community Schools district in Williamston, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamston Middle School Target entity description: Williamston Middle School is a public middle school serving students in the Williamston Community Schools district in Williamston, Michigan.
-
A.
Wilmington Middle School
Wilmington Middle School is a public middle school serving students in the town of Wilmington, Massachusetts.
-
B.
Weston Middle School
Weston Middle School is a public middle school serving students in the town of Weston, Massachusetts.
-
C.
Weston Middle School
Weston Middle School is a public middle school serving students in the town of Weston, Connecticut.
-
D.
Willamina Middle School
Willamina Middle School is a public middle school serving students in the small rural community of Willamina, Oregon.
-
E.
Windham Middle School
Windham Middle School is a public middle school serving students in the town of Windham, Maine.
- 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_6a09a5b1b5e48190b94a1ee4b6ab0d8a |
completed | May 17, 2026, 11:25 a.m. |
| NEDg | Description generation | batch_6a09a6848c1c8190992ae7cdfeabdcf8 |
completed | May 17, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09aae23f2c81908f08d290277e22f9 |
completed | May 17, 2026, 11:47 a.m. |
Created at: April 16, 2026, 4:04 p.m.