Triple
T16285420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Narberth, Pennsylvania |
E395376
|
entity |
| Predicate | hasLocalGovernment |
P2820
|
FINISHED |
| Object |
Narberth Borough Council
Narberth Borough Council is the municipal governing body responsible for administering local services, ordinances, and policies in Narberth, Pennsylvania.
|
E1204510
|
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: Narberth Borough Council | Statement: [Narberth, Pennsylvania, hasLocalGovernment, Narberth Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narberth Borough Council Context triple: [Narberth, Pennsylvania, hasLocalGovernment, Narberth Borough Council]
-
A.
Pembrokeshire County Council
Pembrokeshire County Council is the local authority responsible for providing public services and governance across the county of Pembrokeshire in southwest Wales.
-
B.
South Pembrokeshire District Council
South Pembrokeshire District Council was a former local government authority in southwest Wales that administered the South Pembrokeshire area until it was abolished in a reorganization of Welsh local government.
-
C.
Dinefwr Borough Council
Dinefwr Borough Council was the former local government authority for the Dinefwr district in west Wales, responsible for providing municipal services until it was replaced in a later reorganization.
-
D.
Carmarthen Town Council
Carmarthen Town Council is the local elected authority responsible for representing residents and managing community services and civic affairs in the town of Carmarthen, Wales.
-
E.
Carmarthenshire County Council
Carmarthenshire County Council is the local authority responsible for providing public services and local governance across the county of Carmarthenshire in Wales.
- 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: Narberth Borough Council Triple: [Narberth, Pennsylvania, hasLocalGovernment, Narberth Borough Council]
Generated description
Narberth Borough Council is the municipal governing body responsible for administering local services, ordinances, and policies in Narberth, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Narberth Borough Council Target entity description: Narberth Borough Council is the municipal governing body responsible for administering local services, ordinances, and policies in Narberth, Pennsylvania.
-
A.
Pembrokeshire County Council
Pembrokeshire County Council is the local authority responsible for providing public services and governance across the county of Pembrokeshire in southwest Wales.
-
B.
South Pembrokeshire District Council
South Pembrokeshire District Council was a former local government authority in southwest Wales that administered the South Pembrokeshire area until it was abolished in a reorganization of Welsh local government.
-
C.
Dinefwr Borough Council
Dinefwr Borough Council was the former local government authority for the Dinefwr district in west Wales, responsible for providing municipal services until it was replaced in a later reorganization.
-
D.
Carmarthen Town Council
Carmarthen Town Council is the local elected authority responsible for representing residents and managing community services and civic affairs in the town of Carmarthen, Wales.
-
E.
Carmarthenshire County Council
Carmarthenshire County Council is the local authority responsible for providing public services and local governance across the county of Carmarthenshire in Wales.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24913a55081909a9a5a7a7f4806cc |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c8f51c8190b73cdf2834eda57f |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0019c847a0819081b92e21ced73824 |
completed | May 10, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001a7dcf888190b66122f2bfc7388b |
completed | May 10, 2026, 5:41 a.m. |
Created at: April 10, 2026, 5:05 a.m.