Triple
T13845598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton, Vermont |
E332795
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Milton Middle School
Milton Middle School is a public middle school serving students in the town of Milton, Vermont.
|
E1068499
|
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: Milton Middle School | Statement: [Milton, Vermont, hasMiddleSchool, Milton Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Middle School Context triple: [Milton, Vermont, hasMiddleSchool, Milton Middle School]
-
A.
Milton High School
Milton High School is a public secondary school serving students in the Milton, Georgia area, known for its strong academics and extracurricular programs.
-
B.
Milton High School
Milton High School is a public secondary school serving the community of Milton, Massachusetts.
-
C.
Milton High School
Milton High School is a public secondary school in Santa Rosa County, Florida, serving local students with a range of academic and extracurricular programs.
-
D.
Milton High School
Milton High School is a public secondary school serving students in the town of Milton, Vermont.
-
E.
Milton Avenue School
Milton Avenue School is a public elementary school serving young students in the Chatham Borough community of 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: Milton Middle School Triple: [Milton, Vermont, hasMiddleSchool, Milton Middle School]
Generated description
Milton Middle School is a public middle school serving students in the town of Milton, Vermont.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Middle School Target entity description: Milton Middle School is a public middle school serving students in the town of Milton, Vermont.
-
A.
Milton High School
Milton High School is a public secondary school serving the community of Milton, Massachusetts.
-
B.
Milton High School
Milton High School is a public secondary school serving students in the Milton, Georgia area, known for its strong academics and extracurricular programs.
-
C.
Milton High School
Milton High School is a public secondary school in Santa Rosa County, Florida, serving local students with a range of academic and extracurricular programs.
-
D.
Milton High School
Milton High School is a public secondary school serving students in the town of Milton, Vermont.
-
E.
Milton Avenue School
Milton Avenue School is a public elementary school serving young students in the Chatham Borough community of 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02b1a25c8190a9f85ba43c421188 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c70816e48190949b16ae6e744d22 |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c83a3e04819097b6e0b5a3161b9a |
completed | May 3, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c9732d188190a8a7151d21e0a310 |
completed | May 3, 2026, 10:17 p.m. |
Created at: April 9, 2026, 10:13 p.m.