Triple
T21702898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland rail network |
E535697
|
entity |
| Predicate | hasLine |
P35
|
FINISHED |
| Object |
Manukau Branch
Manukau Branch is a suburban railway line in Auckland, New Zealand, connecting central Auckland services to the Manukau city centre area.
|
E1497382
|
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: Manukau Branch | Statement: [Auckland rail network, hasLine, Manukau Branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Branch Context triple: [Auckland rail network, hasLine, Manukau Branch]
-
A.
Onehunga Branch
The Onehunga Branch is a railway line in Auckland, New Zealand, forming part of the city’s suburban rail network and connecting the suburb of Onehunga with the wider rail system.
-
B.
Manukau City Centre
Manukau City Centre is a major commercial and administrative hub in South Auckland, New Zealand, known for its shopping complexes, transport links, and civic facilities.
-
C.
Manukau Ward
Manukau Ward is an electoral ward in Auckland, New Zealand, that encompasses several southern suburbs including Ōtāhuhu and is represented on the Auckland Council.
-
D.
Pukekohe
Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
-
E.
Mount Roskill
Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
- 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: Manukau Branch Triple: [Auckland rail network, hasLine, Manukau Branch]
Generated description
Manukau Branch is a suburban railway line in Auckland, New Zealand, connecting central Auckland services to the Manukau city centre area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manukau Branch Target entity description: Manukau Branch is a suburban railway line in Auckland, New Zealand, connecting central Auckland services to the Manukau city centre area.
-
A.
Onehunga Branch
The Onehunga Branch is a railway line in Auckland, New Zealand, forming part of the city’s suburban rail network and connecting the suburb of Onehunga with the wider rail system.
-
B.
Manukau City Centre
Manukau City Centre is a major commercial and administrative hub in South Auckland, New Zealand, known for its shopping complexes, transport links, and civic facilities.
-
C.
Manukau Ward
Manukau Ward is an electoral ward in Auckland, New Zealand, that encompasses several southern suburbs including Ōtāhuhu and is represented on the Auckland Council.
-
D.
Pukekohe
Pukekohe is a town in the Auckland Region of New Zealand, known for its rich agricultural land and motor racing circuit.
-
E.
Mount Roskill
Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
- 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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef9b8161348190842c433531cfaa5b |
completed | April 27, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a1e2b272481909f1cf29c74f3b61c |
completed | May 17, 2026, 7:59 p.m. |
| NEDg | Description generation | batch_6a0a1f2788648190bc48fb4d0a614fd9 |
completed | May 17, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a1fb328e081908b39b4c85cb23d1e |
completed | May 17, 2026, 8:06 p.m. |
Created at: April 16, 2026, 6:46 p.m.