Triple
T3325060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbes |
E69893
|
entity |
| Predicate | isInLocalGovernmentArea |
P18485
|
FINISHED |
| Object |
Forbes Shire
Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
|
E348585
|
NE FINISHED |
How this triple was built (5 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: Forbes Shire | Statement: [Forbes, isInLocalGovernmentArea, Forbes Shire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes Shire Context triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
-
A.
Guyra Shire
Guyra Shire was a former local government area in the New England region of New South Wales, Australia, centered on the town of Guyra and known for its rural and agricultural character.
-
B.
Hay Shire
Hay Shire is a rural local government area in the Riverina region of southwestern New South Wales, Australia, centered on the town of Hay and known for its agricultural production and pastoral history.
-
C.
Bland Shire
Bland Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
D.
Singleton Shire
Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
-
E.
Lockhart Shire
Lockhart Shire is a rural local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and heritage streetscapes.
- 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: Forbes Shire Triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
Generated description
Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes Shire Target entity description: Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
-
A.
Guyra Shire
Guyra Shire was a former local government area in the New England region of New South Wales, Australia, centered on the town of Guyra and known for its rural and agricultural character.
-
B.
Hay Shire
Hay Shire is a rural local government area in the Riverina region of southwestern New South Wales, Australia, centered on the town of Hay and known for its agricultural production and pastoral history.
-
C.
Bland Shire
Bland Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
D.
Singleton Shire
Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
-
E.
Lockhart Shire
Lockhart Shire is a rural local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and heritage streetscapes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isInLocalGovernmentArea Context triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
-
A.
hasLocalGovernmentAreaStatus
Indicates that an entity holds the official designation or recognition as a local government area within a defined administrative system.
-
B.
hasLocalGovernmentAreas
Indicates that an entity is administratively divided into, or associated with, one or more local government areas.
-
C.
localAuthorityArea
chosen
Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
-
D.
hasLocalGovernmentBody
Indicates that an entity is administered or overseen by a specific local government authority or governing body.
-
E.
isInMunicipality
Indicates that one entity (typically a place or address) is located within the administrative boundaries of a specific municipality.
- F. None of above.
Provenance (6 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_69ad85a1829881908942c14075644d0d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb16ca13c8190aea8caed8ccd9b88 |
completed | March 8, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a7b26248190b9bf159982d7d19e |
completed | March 12, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69b31e4ca140819099de4546b0cb14d6 |
completed | March 12, 2026, 8:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31ec53b848190b56ca349f53ff447 |
completed | March 12, 2026, 8:15 p.m. |
| PD | Predicate disambiguation | batch_69ada42a19348190a3862ce02451f4aa |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:11 p.m.