Triple
T18540556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangaroa Harbour |
E453086
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object |
Totara North
Totara North is a small rural settlement in New Zealand’s Northland region, situated on the shores of Whangaroa Harbour and known historically for its maritime and timber industries.
|
E1328500
|
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: Totara North | Statement: [Whangaroa Harbour, hasNearbySettlement, Totara North]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Totara North Context triple: [Whangaroa Harbour, hasNearbySettlement, Totara North]
-
A.
Ōtaki Forks
Ōtaki Forks is a popular gateway and camping area at the western edge of New Zealand’s Tararua Ranges, serving as a starting point for numerous tramping and river-based outdoor activities.
-
B.
Rungata
Rungata is a village settlement on the island of Nikunau in the Republic of Kiribati, located in the central Pacific Ocean.
-
C.
Moutere Hills
Moutere Hills is a rural, hilly wine- and horticulture-producing area in New Zealand’s Tasman region, known for its rolling landscapes and vineyards.
-
D.
Rotoiti
Rotoiti is a lake and surrounding region in New Zealand that holds significant cultural and historical importance for the Te Arawa iwi.
-
E.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
- 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: Totara North Triple: [Whangaroa Harbour, hasNearbySettlement, Totara North]
Generated description
Totara North is a small rural settlement in New Zealand’s Northland region, situated on the shores of Whangaroa Harbour and known historically for its maritime and timber industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Totara North Target entity description: Totara North is a small rural settlement in New Zealand’s Northland region, situated on the shores of Whangaroa Harbour and known historically for its maritime and timber industries.
-
A.
Ōtaki Forks
Ōtaki Forks is a popular gateway and camping area at the western edge of New Zealand’s Tararua Ranges, serving as a starting point for numerous tramping and river-based outdoor activities.
-
B.
Rungata
Rungata is a village settlement on the island of Nikunau in the Republic of Kiribati, located in the central Pacific Ocean.
-
C.
Moutere Hills
Moutere Hills is a rural, hilly wine- and horticulture-producing area in New Zealand’s Tasman region, known for its rolling landscapes and vineyards.
-
D.
Rotoiti
Rotoiti is a lake and surrounding region in New Zealand that holds significant cultural and historical importance for the Te Arawa iwi.
-
E.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e534b64178819082861a03fd067095 |
completed | April 19, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049181e49c8190b606687f9b078b3a |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a04920be21881908f8aac148aa0ae4d |
completed | May 13, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492a5f9148190911747f8d50540e3 |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.