Triple
T18089415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cavite–Laguna Expressway |
E432925
|
entity |
| Predicate | concessionaire |
P37449
|
FINISHED |
| Object | MPCALA Holdings, Inc. |
—
|
NE NERFINISHED |
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: MPCALA Holdings, Inc. | Statement: [Cavite–Laguna Expressway, concessionaire, MPCALA Holdings, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPCALA Holdings, Inc. Context triple: [Cavite–Laguna Expressway, concessionaire, MPCALA Holdings, Inc.]
-
A.
MPCALA Holdings, Inc.
chosen
MPCALA Holdings, Inc. is a Philippine infrastructure company responsible for developing, operating, and maintaining major toll expressways in the Cavite–Laguna corridor.
-
B.
Macauley Company
Macauley Company was an American publishing house active in the early 20th century, known for issuing works of fiction and literature.
-
C.
MCA Inc.
MCA Inc. was a major American entertainment company best known as a powerful talent agency and later as the parent of Universal Studios.
-
D.
The Malpaso Company
The Malpaso Company is Clint Eastwood’s film production company, known for producing many of his notable movies.
-
E.
MTP Group
MTP Group is a major Polish trade fair and event organizing company based in Poznań, known for hosting large-scale international exhibitions, conferences, and business events.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b907d05c819083cc3bd6021089e6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dd16e2148190a63cc981898e8ade |
completed | April 19, 2026, 1:48 p.m. |
Created at: April 10, 2026, 10:27 a.m.