Triple
T18456421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cessnock City |
E450912
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Millfield
Millfield is a small rural locality within the Cessnock local government area in the Hunter Region of New South Wales, Australia.
|
E1325021
|
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: Millfield | Statement: [Cessnock City, contains, Millfield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millfield Context triple: [Cessnock City, contains, Millfield]
-
A.
Highfields
Highfields is a growing residential town and commuter suburb located just north of Toowoomba in Queensland, Australia.
-
B.
Highfield
Highfield is one of Harare’s oldest and most populous high-density suburbs, historically known as a center of political activism in Zimbabwe.
-
C.
Highfield
Highfield is a residential neighbourhood within the town of Bicester in Oxfordshire, England.
-
D.
Highfield
Highfield is a residential suburb located within the coastal city of Timaru in the South Island of New Zealand.
-
E.
Adeyfield
Adeyfield is a residential district and former new town neighborhood within Hemel Hempstead in the English county of Hertfordshire.
- 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: Millfield Triple: [Cessnock City, contains, Millfield]
Generated description
Millfield is a small rural locality within the Cessnock local government area in the Hunter Region of New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millfield Target entity description: Millfield is a small rural locality within the Cessnock local government area in the Hunter Region of New South Wales, Australia.
-
A.
Highfields
Highfields is a growing residential town and commuter suburb located just north of Toowoomba in Queensland, Australia.
-
B.
Highfield
Highfield is one of Harare’s oldest and most populous high-density suburbs, historically known as a center of political activism in Zimbabwe.
-
C.
Highfield
Highfield is a residential neighbourhood within the town of Bicester in Oxfordshire, England.
-
D.
Highfield
Highfield is a residential suburb located within the coastal city of Timaru in the South Island of New Zealand.
-
E.
Adeyfield
Adeyfield is a residential district and former new town neighborhood within Hemel Hempstead in the English county of Hertfordshire.
- 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5264ce5948190b57baa2ea71297a9 |
completed | April 19, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fe7cb0481908266ee813d99cf87 |
completed | May 13, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_6a04118472a08190b450dfe756475687 |
completed | May 13, 2026, 5:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0412b3f2288190a4090ae5363f7d9f |
completed | May 13, 2026, 5:57 a.m. |
Created at: April 10, 2026, 11:31 a.m.