Triple
T5323344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Lange |
E121727
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Otahuhu, Auckland, New Zealand |
E254983
|
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: Otahuhu, Auckland, New Zealand | Statement: [David Lange, placeOfBirth, Otahuhu, Auckland, New Zealand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Otahuhu, Auckland, New Zealand Context triple: [David Lange, placeOfBirth, Otahuhu, Auckland, New Zealand]
-
A.
Te Kuiti, New Zealand
Te Kuiti, New Zealand is a small rural town in the Waikato region known as the "Shearing Capital of the World" and closely associated with legendary All Blacks lock Colin Meads.
-
B.
Hamilton, New Zealand
Hamilton, New Zealand is a major inland city in the Waikato region known for its growing urban center, the Waikato River, and its role as an economic and educational hub on New Zealand’s North Island.
-
C.
Otahuhu
chosen
Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
-
D.
Paraparaumu, New Zealand
Paraparaumu is a coastal town on New Zealand’s Kāpiti Coast, known as a commuter hub for Wellington and a gateway to Kāpiti Island.
-
E.
Waimate, New Zealand
Waimate, New Zealand is a small rural town in South Canterbury known for its agricultural economy, historic buildings, and proximity to scenic natural landscapes.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8579b3e88190a1d21d4b74169617 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18a836988190b7baf3c24fea6f03 |
completed | March 21, 2026, 10:16 p.m. |
Created at: March 20, 2026, 1:59 p.m.