Triple
T8838573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Taylor's University
Taylor's University is a prominent private university in Malaysia known for its strong programs in business, hospitality, and engineering, and its modern lakeside campus.
|
E761381
|
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: Taylor's University | Statement: [Subang Jaya, hasUniversity, Taylor's University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taylor's University Context triple: [Subang Jaya, hasUniversity, Taylor's University]
-
A.
Hartley University College
Hartley University College was the earlier institutional form of what later became the University of Southampton, a major public research university on England’s south coast.
-
B.
Victoria University
Victoria University was a federal university in England that once grouped several northern colleges, including what later became the University of Leeds and the University of Manchester.
-
C.
Victoria University
Victoria University is a federated university within the University of Toronto, known for its strong liberal arts programs and historic campus in downtown Toronto.
-
D.
Trinity University College
Trinity University College was a higher education institution in Carmarthen, Wales, known for its teacher training and humanities programs before becoming part of the University of Wales Trinity Saint David.
-
E.
Walsh University
Walsh University is a private Roman Catholic university located in North Canton, Ohio, offering a range of undergraduate and graduate programs.
- 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: Taylor's University Triple: [Subang Jaya, hasUniversity, Taylor's University]
Generated description
Taylor's University is a prominent private university in Malaysia known for its strong programs in business, hospitality, and engineering, and its modern lakeside campus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taylor's University Target entity description: Taylor's University is a prominent private university in Malaysia known for its strong programs in business, hospitality, and engineering, and its modern lakeside campus.
-
A.
Hartley University College
Hartley University College was the earlier institutional form of what later became the University of Southampton, a major public research university on England’s south coast.
-
B.
Victoria University
Victoria University was a federal university in England that once grouped several northern colleges, including what later became the University of Leeds and the University of Manchester.
-
C.
Victoria University
Victoria University is a federated university within the University of Toronto, known for its strong liberal arts programs and historic campus in downtown Toronto.
-
D.
Trinity University College
Trinity University College was a higher education institution in Carmarthen, Wales, known for its teacher training and humanities programs before becoming part of the University of Wales Trinity Saint David.
-
E.
Walsh University
Walsh University is a private Roman Catholic university located in North Canton, Ohio, offering a range of undergraduate and graduate programs.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8bb6d7dc8190a91864130513fa4e |
completed | April 3, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ca3e2788190a33fb28132944759 |
completed | April 3, 2026, 9:47 a.m. |
Created at: March 30, 2026, 6:48 p.m.