Triple
T14826495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes Shire Council |
E348587
|
entity |
| Predicate | governs |
P760
|
FINISHED |
| Object |
town of Forbes
The town of Forbes is a rural community in central western New South Wales, Australia, known for its agricultural economy and historic gold rush heritage.
|
E1122733
|
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: town of Forbes | Statement: [Forbes Shire Council, governs, town of Forbes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Forbes Context triple: [Forbes Shire Council, governs, town of Forbes]
-
A.
Forbes, Aberdeenshire
Forbes, Aberdeenshire is a small rural settlement in northeast Scotland historically linked to the Clan Forbes and the title of Lord Forbes.
-
B.
Forres
Forres is a historic town in northeastern Scotland known for its ancient monuments and links to Shakespeare’s Macbeth.
-
C.
Town of Montrose
The Town of Montrose is a small rural municipality located in Dane County, Wisconsin, known for its agricultural landscape and residential community.
-
D.
Town of Edinburg
Town of Edinburg is a small rural town in Saratoga County, New York, known for its scenic Adirondack setting along the Great Sacandaga Lake.
-
E.
Longforgan
Longforgan is a historic village in Perth and Kinross, Scotland, situated in the fertile Carse of Gowrie near the River Tay.
- 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: town of Forbes Triple: [Forbes Shire Council, governs, town of Forbes]
Generated description
The town of Forbes is a rural community in central western New South Wales, Australia, known for its agricultural economy and historic gold rush heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Forbes Target entity description: The town of Forbes is a rural community in central western New South Wales, Australia, known for its agricultural economy and historic gold rush heritage.
-
A.
Forbes, Aberdeenshire
Forbes, Aberdeenshire is a small rural settlement in northeast Scotland historically linked to the Clan Forbes and the title of Lord Forbes.
-
B.
Forres
Forres is a historic town in northeastern Scotland known for its ancient monuments and links to Shakespeare’s Macbeth.
-
C.
Town of Montrose
The Town of Montrose is a small rural municipality located in Dane County, Wisconsin, known for its agricultural landscape and residential community.
-
D.
Town of Edinburg
Town of Edinburg is a small rural town in Saratoga County, New York, known for its scenic Adirondack setting along the Great Sacandaga Lake.
-
E.
Longforgan
Longforgan is a historic village in Perth and Kinross, Scotland, situated in the fertile Carse of Gowrie near the River Tay.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389f48cc819089d860f0208dd465 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3a2167348190bb428c7f23ec9748 |
completed | May 8, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3aee9d248190b202c7252f290f38 |
completed | May 8, 2026, 7:35 p.m. |
Created at: April 10, 2026, 1:51 a.m.