Triple
T1184783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Townsville |
E25219
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Townsville City Council
Townsville City Council is the local government authority responsible for administering municipal services, planning, and community development in the City of Townsville, Queensland, Australia.
|
E135730
|
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: Townsville City Council | Statement: [Townsville, governingBody, Townsville City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Townsville City Council Context triple: [Townsville, governingBody, Townsville City Council]
-
A.
Brisbane City Council
Brisbane City Council is the local government authority responsible for administering and providing municipal services to the city of Brisbane, Australia.
-
B.
Sunshine Coast Regional Council
Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
-
C.
Cairns Regional Council
Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
-
D.
Muswellbrook Shire Council
Muswellbrook Shire Council is the local government authority responsible for administering the Muswellbrook Shire area in the Upper Hunter region of New South Wales, Australia.
-
E.
Maitland City Council
Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
- 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: Townsville City Council Triple: [Townsville, governingBody, Townsville City Council]
Generated description
Townsville City Council is the local government authority responsible for administering municipal services, planning, and community development in the City of Townsville, Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Townsville City Council Target entity description: Townsville City Council is the local government authority responsible for administering municipal services, planning, and community development in the City of Townsville, Queensland, Australia.
-
A.
Brisbane City Council
Brisbane City Council is the local government authority responsible for administering and providing municipal services to the city of Brisbane, Australia.
-
B.
Sunshine Coast Regional Council
Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
-
C.
Cairns Regional Council
Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
-
D.
Muswellbrook Shire Council
Muswellbrook Shire Council is the local government authority responsible for administering the Muswellbrook Shire area in the Upper Hunter region of New South Wales, Australia.
-
E.
Maitland City Council
Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
- 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd39245881908766c41943dc2752 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f239a288190ae488d11cff8ebf2 |
completed | March 7, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69ac6fea11408190b84d9fc54d4c4917 |
completed | March 7, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac70592c5c8190a1f86378ec5f70a9 |
completed | March 7, 2026, 6:37 p.m. |
Created at: March 1, 2026, 7:45 p.m.