Triple
T6798126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrigan Shire |
E156107
|
entity |
| Predicate | hasCouncil |
P2820
|
FINISHED |
| Object |
Berrigan Shire Council
Berrigan Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Berrigan Shire area in New South Wales, Australia.
|
E156107
|
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: Berrigan Shire Council | Statement: [Berrigan Shire, hasCouncil, Berrigan Shire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrigan Shire Council Context triple: [Berrigan Shire, hasCouncil, Berrigan Shire Council]
-
A.
Berrigan Shire
Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
B.
Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
-
C.
Parkes Shire Council
Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
-
D.
Douglas Shire Council
Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
-
E.
Torres Shire Council
Torres Shire Council is the local government authority responsible for administering the northernmost region of Queensland, Australia, including communities of Torres Strait Islanders.
- 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: Berrigan Shire Council Triple: [Berrigan Shire, hasCouncil, Berrigan Shire Council]
Generated description
Berrigan Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Berrigan Shire area in New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berrigan Shire Council Target entity description: Berrigan Shire Council is the local government authority responsible for administering services, infrastructure, and community development within the Berrigan Shire area in New South Wales, Australia.
-
A.
Berrigan Shire
chosen
Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
-
B.
Eurobodalla Shire Council
Eurobodalla Shire Council is the local government authority responsible for administering the Eurobodalla region on the South Coast of New South Wales, Australia.
-
C.
Parkes Shire Council
Parkes Shire Council is the local governing body responsible for municipal services, planning, and community development in the Parkes region of New South Wales, Australia.
-
D.
Douglas Shire Council
Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
-
E.
Torres Shire Council
Torres Shire Council is the local government authority responsible for administering the northernmost region of Queensland, Australia, including communities of Torres Strait Islanders.
- F. None of above.
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_69c6881844448190a65822d9b39d7f88 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2ca0c288190a990180fb7cfd08f |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9826648190b4f59c1a8efc4b9c |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71ba85f608190b372a4dfe2cdc31c |
completed | March 28, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71c95299c8190b149082ede7da88c |
completed | March 28, 2026, 12:11 a.m. |
Created at: March 27, 2026, 2:15 p.m.