Triple
T9502377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iskandar Malaysia |
E229174
|
entity |
| Predicate | strategicPartner |
P34923
|
FINISHED |
| Object | Singapore |
E3670
|
NE FINISHED |
How this triple was built (3 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: Singapore | Statement: [Iskandar Malaysia, strategicPartner, Singapore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singapore Context triple: [Iskandar Malaysia, strategicPartner, Singapore]
-
A.
Singapore
chosen
Singapore is a sovereign city-state and island nation in Southeast Asia known for its global financial hub status, multicultural society, and highly developed, efficient infrastructure.
-
B.
Singapore Bar
The Singapore Bar is the professional body that regulates and represents qualified advocates and solicitors practicing law in Singapore.
-
C.
Tuas, Singapore
Tuas, Singapore is an industrial and port district at the western tip of Singapore, known for its heavy industries, container terminals, and land reclamation projects.
-
D.
Nadi–Singapore
Nadi–Singapore is an international flight route linking Nadi, Fiji with Singapore, serving as a key air corridor between the South Pacific and Southeast Asia.
-
E.
Rochor, Singapore
Rochor is a historic and centrally located planning area in Singapore known for its mix of traditional shophouses, cultural landmarks, and urban redevelopment.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: strategicPartner Context triple: [Iskandar Malaysia, strategicPartner, Singapore]
-
A.
cooperationPartner
chosen
Indicates that two entities are engaged in a collaborative relationship, working together toward shared goals or mutual benefit.
-
B.
segmentPartner
Indicates a partnership relationship between entities within a specific segment, context, or category.
-
C.
acquisitionPartner
Indicates a relationship where one entity collaborates with or assists another in acquiring a third entity, asset, or resource.
-
D.
governingPartner
Indicates that one entity serves as the primary ruling or controlling partner in relation to another within a governance or leadership structure.
-
E.
coalitionPartnerWith
Indicates that two entities are formally aligned in a cooperative coalition, sharing goals or actions as partners within that coalition.
- F. None of above.
Provenance (4 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983ea6048190a2d7924c8e6d1fbc |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c02de448190a2feea16d5461726 |
completed | April 4, 2026, 5:36 p.m. |
| PD | Predicate disambiguation | batch_69cca5651a588190a3cfebe249a223e5 |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:57 p.m.