Triple
T16068403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UMW Toyota Motor Sdn. Bhd. |
E389795
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object | Shah Alam, Selangor, Malaysia |
E263387
|
NE FINISHED |
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: Shah Alam, Selangor, Malaysia | Statement: [UMW Toyota Motor Sdn. Bhd., headquartersLocation, Shah Alam, Selangor, Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shah Alam, Selangor, Malaysia Context triple: [UMW Toyota Motor Sdn. Bhd., headquartersLocation, Shah Alam, Selangor, Malaysia]
-
A.
Subang, Malaysia
Subang, Malaysia is an industrial and suburban area near Kuala Lumpur known for its aviation, aerospace, and manufacturing activities, including major aircraft component facilities.
-
B.
Shah Alam
chosen
Shah Alam is a planned city in Malaysia known as the administrative and commercial center of the state of Selangor.
-
C.
Cyberjaya
Cyberjaya is a planned smart city in Malaysia known as a major technology and innovation hub, hosting numerous IT companies, startups, and educational institutions.
-
D.
Alor Setar
Alor Setar is a major city in northwestern Peninsular Malaysia known as an administrative, cultural, and commercial hub near the border with Thailand.
-
E.
Putrajaya
Putrajaya is Malaysia’s planned federal administrative capital, known for its modern architecture, landscaped boulevards, and numerous government complexes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183bb98c88190ae4b5773358078be |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe480d59c8190962ac596a872b5e0 |
completed | May 10, 2026, 1:50 a.m. |
Created at: April 10, 2026, 4:57 a.m.