Triple
T14682414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Highfields
Highfields is a growing residential town and commuter suburb located just north of Toowoomba in Queensland, Australia.
|
E1113459
|
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: Highfields | Statement: [Toowoomba Regional Council area, hasTown, Highfields]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highfields Context triple: [Toowoomba Regional Council area, hasTown, Highfields]
-
A.
Highfield
Highfield is one of Harare’s oldest and most populous high-density suburbs, historically known as a center of political activism in Zimbabwe.
-
B.
Highfield
Highfield is a residential neighbourhood within the town of Bicester in Oxfordshire, England.
-
C.
Highfield
Highfield is a residential suburb located within the coastal city of Timaru in the South Island of New Zealand.
-
D.
Woodfieldside
Woodfieldside is a small residential area in South Wales situated near the town of Blackwood in Caerphilly County Borough.
-
E.
Northfields
Northfields is a residential district in the London Borough of Ealing, known for its Piccadilly line Underground station and local high street.
- 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: Highfields Triple: [Toowoomba Regional Council area, hasTown, Highfields]
Generated description
Highfields is a growing residential town and commuter suburb located just north of Toowoomba in Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highfields Target entity description: Highfields is a growing residential town and commuter suburb located just north of Toowoomba in Queensland, Australia.
-
A.
Highfield
Highfield is one of Harare’s oldest and most populous high-density suburbs, historically known as a center of political activism in Zimbabwe.
-
B.
Highfield
Highfield is a residential neighbourhood within the town of Bicester in Oxfordshire, England.
-
C.
Highfield
Highfield is a residential suburb located within the coastal city of Timaru in the South Island of New Zealand.
-
D.
Woodfieldside
Woodfieldside is a small residential area in South Wales situated near the town of Blackwood in Caerphilly County Borough.
-
E.
Northfields
Northfields is a residential district in the London Borough of Ealing, known for its Piccadilly line Underground station and local high street.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde182dab08190aac2ff2db666ee69 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde5efec48819098c55c7b4abcc7a5 |
completed | May 8, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde66b1bf881908072a50d43a527f2 |
completed | May 8, 2026, 1:34 p.m. |
Created at: April 10, 2026, 1:28 a.m.