Triple
T4530693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broadmeadow |
E106288
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
Hamilton South
Hamilton South is a residential suburb in Newcastle, New South Wales, known for its proximity to the city centre and nearby coastal areas.
|
E451656
|
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: Hamilton South | Statement: [Broadmeadow, nearbySuburb, Hamilton South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton South Context triple: [Broadmeadow, nearbySuburb, Hamilton South]
-
A.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
B.
Hamilton North
Hamilton North is a residential suburb in the city of Newcastle, New South Wales, Australia, known for its proximity to the inner-city area and surrounding industrial and commercial zones.
-
C.
Hamilton West
Hamilton West is a residential suburb located within the city of Hamilton in New Zealand’s Waikato region.
-
D.
Camperdown
Camperdown is an inner-western suburb of Sydney, Australia, known for housing the main campus of the University of Sydney and major medical and research facilities.
-
E.
Cookson Hills
Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
- 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: Hamilton South Triple: [Broadmeadow, nearbySuburb, Hamilton South]
Generated description
Hamilton South is a residential suburb in Newcastle, New South Wales, known for its proximity to the city centre and nearby coastal areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton South Target entity description: Hamilton South is a residential suburb in Newcastle, New South Wales, known for its proximity to the city centre and nearby coastal areas.
-
A.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
B.
Hamilton North
Hamilton North is a residential suburb in the city of Newcastle, New South Wales, Australia, known for its proximity to the inner-city area and surrounding industrial and commercial zones.
-
C.
Hamilton West
Hamilton West is a residential suburb located within the city of Hamilton in New Zealand’s Waikato region.
-
D.
Camperdown
Camperdown is an inner-western suburb of Sydney, Australia, known for housing the main campus of the University of Sydney and major medical and research facilities.
-
E.
Cookson Hills
Cookson Hills is a rugged, heavily wooded highland region in eastern Oklahoma known for its rolling hills, deep valleys, and historical association with Cherokee Nation territory.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd579d7a88819083eb0620ca176f2e |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb9130b3c8190b511fa8a6ac0549b |
completed | March 20, 2026, 9:16 p.m. |
| NEDg | Description generation | batch_69bdbe9f0fec8190aa42177fcd1b0f51 |
completed | March 20, 2026, 9:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdbf59f97c8190a7669e6459c42f16 |
completed | March 20, 2026, 9:42 p.m. |
Created at: March 20, 2026, 1:03 p.m.