Triple
T22491582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florentino Pérez |
E556030
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Grupo ACS
Grupo ACS is a major Spanish multinational construction and civil engineering company that is one of the world’s leading infrastructure and services groups.
|
E1539680
|
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: Grupo ACS | Statement: [Florentino Pérez, employer, Grupo ACS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grupo ACS Context triple: [Florentino Pérez, employer, Grupo ACS]
-
A.
Grupo CIE
Grupo CIE is a major Mexican entertainment company that operates and promotes live events, venues, and ticketing services across Latin America.
-
B.
Grupo Carso
Grupo Carso is a major Mexican conglomerate controlled by Carlos Slim, with diversified interests spanning retail, industrial manufacturing, infrastructure, and real estate development.
-
C.
Dorado Group
The Dorado Group is a nearby galaxy group in the southern constellation Dorado, containing numerous bright galaxies and serving as an important site for studying galaxy interactions and evolution.
-
D.
Patria Group
Patria Group is a Finnish defense, security, and aviation technology company known for developing and manufacturing military vehicles, systems, and related services.
-
E.
Campos Group
Campos Group is a prominent Philippine business conglomerate known for its significant investments in real estate and other key industries.
- 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: Grupo ACS Triple: [Florentino Pérez, employer, Grupo ACS]
Generated description
Grupo ACS is a major Spanish multinational construction and civil engineering company that is one of the world’s leading infrastructure and services groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grupo ACS Target entity description: Grupo ACS is a major Spanish multinational construction and civil engineering company that is one of the world’s leading infrastructure and services groups.
-
A.
Grupo CIE
Grupo CIE is a major Mexican entertainment company that operates and promotes live events, venues, and ticketing services across Latin America.
-
B.
Grupo Carso
Grupo Carso is a major Mexican conglomerate controlled by Carlos Slim, with diversified interests spanning retail, industrial manufacturing, infrastructure, and real estate development.
-
C.
Dorado Group
The Dorado Group is a nearby galaxy group in the southern constellation Dorado, containing numerous bright galaxies and serving as an important site for studying galaxy interactions and evolution.
-
D.
Patria Group
Patria Group is a Finnish defense, security, and aviation technology company known for developing and manufacturing military vehicles, systems, and related services.
-
E.
Campos Group
Campos Group is a prominent Philippine business conglomerate known for its significant investments in real estate and other key industries.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15caea9d081909adc90ae78999d53 |
completed | April 29, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b126c38fc819090458000ba82b176 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14a059e4819095a3d467c469e783 |
completed | May 18, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b15696e588190a2c76b0a4af285a4 |
completed | May 18, 2026, 1:34 p.m. |
Created at: April 16, 2026, 8:49 p.m.