Triple
T13153990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Tāmaki |
E312535
|
entity |
| Predicate | hasBusinessPark |
P16026
|
FINISHED |
| Object |
Highbrook Business Park
Highbrook Business Park is a major industrial and commercial hub in East Tāmaki, Auckland, known for its large-scale warehousing, logistics, and office facilities.
|
E1023984
|
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: Highbrook Business Park | Statement: [East Tāmaki, hasBusinessPark, Highbrook Business Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highbrook Business Park Context triple: [East Tāmaki, hasBusinessPark, Highbrook Business Park]
-
A.
Maylands Business Park
Maylands Business Park is a major commercial and industrial estate in Hemel Hempstead, England, hosting a wide range of businesses, warehouses, and offices.
-
B.
Hatfield Business Park
Hatfield Business Park is a major commercial and business development in Hertfordshire, England, built on the former Hatfield Aerodrome site and home to offices, retail, and leisure facilities.
-
C.
Oxford Business Park
Oxford Business Park is a major commercial and office development located on the southeastern edge of Oxford, England, housing a range of businesses and corporate headquarters.
-
D.
Hillhouse Business Park
Hillhouse Business Park is a major industrial and commercial estate located near Thornton-Cleveleys in Lancashire, England, hosting a range of manufacturing and business operations.
-
E.
Bellbrook Industrial Estate
Bellbrook Industrial Estate is a key commercial and industrial area in Uckfield, East Sussex, hosting a range of businesses and light manufacturing operations.
- 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: Highbrook Business Park Triple: [East Tāmaki, hasBusinessPark, Highbrook Business Park]
Generated description
Highbrook Business Park is a major industrial and commercial hub in East Tāmaki, Auckland, known for its large-scale warehousing, logistics, and office facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highbrook Business Park Target entity description: Highbrook Business Park is a major industrial and commercial hub in East Tāmaki, Auckland, known for its large-scale warehousing, logistics, and office facilities.
-
A.
Maylands Business Park
Maylands Business Park is a major commercial and industrial estate in Hemel Hempstead, England, hosting a wide range of businesses, warehouses, and offices.
-
B.
Hatfield Business Park
Hatfield Business Park is a major commercial and business development in Hertfordshire, England, built on the former Hatfield Aerodrome site and home to offices, retail, and leisure facilities.
-
C.
Oxford Business Park
Oxford Business Park is a major commercial and office development located on the southeastern edge of Oxford, England, housing a range of businesses and corporate headquarters.
-
D.
Hillhouse Business Park
Hillhouse Business Park is a major industrial and commercial estate located near Thornton-Cleveleys in Lancashire, England, hosting a range of manufacturing and business operations.
-
E.
Bellbrook Industrial Estate
Bellbrook Industrial Estate is a key commercial and industrial area in Uckfield, East Sussex, hosting a range of businesses and light manufacturing operations.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c06ccb881909390df18e1a6f7ed |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaee8aa0819089994b85d56c7740 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ef102fb08190b8a9646e5b45155c |
completed | May 3, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ef933f888190880e680f7f4c1c29 |
completed | May 3, 2026, 6:47 a.m. |
Created at: April 9, 2026, 9:11 p.m.