Triple
T18153103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Takaro |
E434556
|
entity |
| Predicate | roadAccessTo |
P22549
|
FINISHED |
| Object | Palmerston North city centre |
—
|
NE NERFINISHED |
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: Palmerston North city centre | Statement: [Takaro, roadAccessTo, Palmerston North city centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North city centre Context triple: [Takaro, roadAccessTo, Palmerston North city centre]
-
A.
Palmerston North
chosen
Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
-
B.
Palmerston North railway station
Palmerston North railway station is a major passenger and freight rail hub in Palmerston North, New Zealand, serving as an important junction on the North Island Main Trunk line.
-
C.
Thorndon, Wellington
Thorndon, Wellington is one of Wellington’s oldest inner-city suburbs, known for its historic wooden architecture, political significance, and proximity to New Zealand’s Parliament.
-
D.
Lower Hutt
Lower Hutt is a city in the Wellington region of New Zealand, situated on the shores of Wellington Harbour and known as one of the country’s major urban centers.
-
E.
Wellington North
Wellington North is a rural township-level municipality in Wellington County, Ontario, known for its agricultural communities and small towns such as Arthur and Mount Forest.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b90aac308190801e2c57d8c5bfe5 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4de39a8f481908d1752767d0aae0e |
completed | April 19, 2026, 1:52 p.m. |
Created at: April 10, 2026, 10:30 a.m.