Triple
T22491602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florentino Pérez |
E556030
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object | ACS Group |
—
|
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: ACS Group | Statement: [Florentino Pérez, affiliatedWith, ACS Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ACS Group Context triple: [Florentino Pérez, affiliatedWith, ACS Group]
-
A.
ACS Group
chosen
ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
-
B.
ACP Group
The ACP Group is an intergovernmental organization of African, Caribbean, and Pacific states that primarily collaborates with the European Union on development cooperation and trade.
-
C.
ANA Group
ANA Group is a major Japanese aviation conglomerate centered around All Nippon Airways, operating passenger and cargo airlines as well as related aviation services.
-
D.
au Group
au Group is a Japanese telecommunications and mobile services brand group centered around KDDI Corporation, offering a wide range of communication, internet, and related digital services.
-
E.
ARY Group
ARY Group is a major Pakistani media and business conglomerate best known for its television networks and diverse commercial ventures.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15caea9d081909adc90ae78999d53 |
completed | April 29, 2026, 1:19 a.m. |
Created at: April 16, 2026, 8:49 p.m.