Triple
T11145629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACS Group |
E263662
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Olegario Arroyo
Olegario Arroyo is a Spanish businessman best known as a co-founder of the multinational construction and infrastructure company ACS Group.
|
E949765
|
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: Olegario Arroyo | Statement: [ACS Group, foundedBy, Olegario Arroyo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Olegario Arroyo Context triple: [ACS Group, foundedBy, Olegario Arroyo]
-
A.
Eduardo Mendoza
Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
-
B.
Sergio Portillo
Sergio Portillo is a person notable enough to be recognized as a bearer of the surname Portillo.
-
C.
Pepino Garcia
Pepino Garcia is a comic relief farmhand character on the classic American television sitcom "The Real McCoys."
-
D.
Macario Peralta Jr.
Macario Peralta Jr. was a Filipino military officer and statesman best known for leading resistance forces against Japanese occupation during World War II and later serving in prominent government positions.
-
E.
Guillermo Pulido
Guillermo Pulido is a notable individual whose surname, Pulido, is recognized as being borne by him.
- 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: Olegario Arroyo Triple: [ACS Group, foundedBy, Olegario Arroyo]
Generated description
Olegario Arroyo is a Spanish businessman best known as a co-founder of the multinational construction and infrastructure company ACS Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Olegario Arroyo Target entity description: Olegario Arroyo is a Spanish businessman best known as a co-founder of the multinational construction and infrastructure company ACS Group.
-
A.
Eduardo Mendoza
Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
-
B.
Sergio Portillo
Sergio Portillo is a person notable enough to be recognized as a bearer of the surname Portillo.
-
C.
Pepino Garcia
Pepino Garcia is a comic relief farmhand character on the classic American television sitcom "The Real McCoys."
-
D.
Macario Peralta Jr.
Macario Peralta Jr. was a Filipino military officer and statesman best known for leading resistance forces against Japanese occupation during World War II and later serving in prominent government positions.
-
E.
Guillermo Pulido
Guillermo Pulido is a notable individual whose surname, Pulido, is recognized as being borne by him.
- 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_69d6aa9c0ba08190bbd19c217489b755 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8634d5481909b114d30a542ea3f |
completed | April 9, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f165cc34608190b6a00aa120199eff |
completed | April 29, 2026, 1:58 a.m. |
| NEDg | Description generation | batch_69f170034b488190a6976d3333823caa |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f17805325881908b98eb9c8fc59778 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 8, 2026, 9:28 p.m.