Triple
T16299014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Longhurst |
E395730
|
entity |
| Predicate | placeOfActivity |
P1527
|
FINISHED |
| Object | Gold Coast, Queensland, Australia |
E12771
|
NE FINISHED |
How this triple was built (2 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: Gold Coast, Queensland, Australia | Statement: [John Longhurst, placeOfActivity, Gold Coast, Queensland, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gold Coast, Queensland, Australia Context triple: [John Longhurst, placeOfActivity, Gold Coast, Queensland, Australia]
-
A.
Gold Coast
chosen
Gold Coast is a major coastal city in eastern Australia renowned for its surf beaches, high-rise skyline, and vibrant tourism and entertainment industry.
-
B.
Gold Coast
The Gold Coast was a historic region on the Gulf of Guinea in West Africa, corresponding largely to modern-day Ghana, that became a major center of European trade, particularly in enslaved Africans, gold, and other commodities.
-
C.
Gold Coast
The Gold Coast is an affluent, historic lakefront neighborhood on Chicago’s Near North Side known for its luxury high-rises, upscale shopping, and landmark architecture.
-
D.
Gold Coast
Gold Coast is an upscale, high-density residential neighborhood in Lakewood, Ohio, known for its lakefront high-rise apartments and views of Lake Erie.
-
E.
Gold Coast
Gold Coast is a densely populated and affluent urban region in South Florida known for its beaches, high-rise condominiums, and major cities like Miami and Fort Lauderdale.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e30ee288190b78807b60cb18e22 |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003550fc0c8190ba78666da8b3cd81 |
completed | May 10, 2026, 7:35 a.m. |
Created at: April 10, 2026, 5:06 a.m.