Triple
T21361663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton, Pennsylvania |
E526795
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Milton Borough Council
Milton Borough Council is the elected municipal governing body responsible for setting local policy and overseeing public services in the borough of Milton, Pennsylvania.
|
E1480163
|
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 Borough Council | Statement: [Milton, Pennsylvania, hasLocalGovernment, Milton Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Borough Council Context triple: [Milton, Pennsylvania, hasLocalGovernment, Milton Borough Council]
-
A.
Milton Parish Council
Milton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Milton.
-
B.
Milton Keynes City Council
Milton Keynes City Council is the local authority responsible for providing municipal services and governance for the city of Milton Keynes in Buckinghamshire, England.
-
C.
Kingborough Council
Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
-
D.
Milverton Parish Council
Milverton Parish Council is the elected first-tier local authority responsible for representing and managing community affairs and services in the village of Milverton in Somerset, England.
-
E.
Great Milton Parish Council
Great Milton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Great Milton, Oxfordshire, England.
- 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 Borough Council Triple: [Milton, Pennsylvania, hasLocalGovernment, Milton Borough Council]
Generated description
Milton Borough Council is the elected municipal governing body responsible for setting local policy and overseeing public services in the borough of Milton, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Borough Council Target entity description: Milton Borough Council is the elected municipal governing body responsible for setting local policy and overseeing public services in the borough of Milton, Pennsylvania.
-
A.
Milton Parish Council
Milton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Milton.
-
B.
Milton Keynes City Council
Milton Keynes City Council is the local authority responsible for providing municipal services and governance for the city of Milton Keynes in Buckinghamshire, England.
-
C.
Kingborough Council
Kingborough Council is a local government authority in Tasmania, Australia, responsible for governing the Kingborough region including areas such as Bruny Island.
-
D.
Milverton Parish Council
Milverton Parish Council is the elected first-tier local authority responsible for representing and managing community affairs and services in the village of Milverton in Somerset, England.
-
E.
Great Milton Parish Council
Great Milton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the village of Great Milton, Oxfordshire, England.
- 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_69e0b51d8a308190b09113b3b3f9bc15 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b06a4e4c8190923741bfae0e4234 |
completed | April 22, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad69993881909b52927f7372fa0a |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09ae3744588190877e88dd38a80ebd |
completed | May 17, 2026, 12:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09af2184808190b42b5073e90bd83d |
completed | May 17, 2026, 12:05 p.m. |
Created at: April 16, 2026, 5:08 p.m.