Triple
T20536505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau |
E504211
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Manukau Library
Manukau Library is a major public library and community hub serving the Manukau area in Auckland, New Zealand, offering extensive collections, study spaces, and local services.
|
E1437928
|
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 Library | Statement: [Manukau, hasLibrary, Manukau Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Library Context triple: [Manukau, hasLibrary, Manukau Library]
-
A.
Auckland Central Library
Auckland Central Library is the main public library in central Auckland, New Zealand, serving as a major hub for research, community services, and cultural resources.
-
B.
Kelburn Library
Kelburn Library is a major academic library located on the Kelburn campus of Victoria University of Wellington in New Zealand, supporting teaching and research across multiple disciplines.
-
C.
Kaitaia Library
Kaitaia Library is a public library serving the community of Kaitaia in New Zealand’s Far North District, providing access to books, digital resources, and community programs.
-
D.
Waiuku Library
Waiuku Library is a local public library serving the Waiuku community with access to books, information services, and community programs.
-
E.
Palmerston North City Library
Palmerston North City Library is the main public library and cultural hub serving the residents of Palmerston North, New Zealand.
- 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 Library Triple: [Manukau, hasLibrary, Manukau Library]
Generated description
Manukau Library is a major public library and community hub serving the Manukau area in Auckland, New Zealand, offering extensive collections, study spaces, and local services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manukau Library Target entity description: Manukau Library is a major public library and community hub serving the Manukau area in Auckland, New Zealand, offering extensive collections, study spaces, and local services.
-
A.
Auckland Central Library
Auckland Central Library is the main public library in central Auckland, New Zealand, serving as a major hub for research, community services, and cultural resources.
-
B.
Kelburn Library
Kelburn Library is a major academic library located on the Kelburn campus of Victoria University of Wellington in New Zealand, supporting teaching and research across multiple disciplines.
-
C.
Kaitaia Library
Kaitaia Library is a public library serving the community of Kaitaia in New Zealand’s Far North District, providing access to books, digital resources, and community programs.
-
D.
Waiuku Library
Waiuku Library is a local public library serving the Waiuku community with access to books, information services, and community programs.
-
E.
Palmerston North City Library
Palmerston North City Library is the main public library and cultural hub serving the residents of Palmerston North, New Zealand.
- 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_69e0b4b476648190bc6019622ae54d3c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a28f2f1081908f656d790ff182ff |
completed | April 20, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08a5638f688190b74c79fcb506a24d |
completed | May 16, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_6a08a9459444819089c180ede20cc100 |
completed | May 16, 2026, 5:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a9c8ae4c8190951fb838bd8c5e91 |
completed | May 16, 2026, 5:30 p.m. |
Created at: April 16, 2026, 11:37 a.m.