Triple
T9756516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OPAL opacity project |
E236566
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Carlos A. Iglesias
Carlos A. Iglesias is a physicist known for his key role in developing the OPAL opacity project, which provides crucial stellar opacity data for astrophysical research.
|
E818280
|
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: Carlos A. Iglesias | Statement: [OPAL opacity project, developedBy, Carlos A. Iglesias]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carlos A. Iglesias Context triple: [OPAL opacity project, developedBy, Carlos A. Iglesias]
-
A.
Frank D. Sánchez
Frank D. Sánchez is an American higher education leader and administrator known for serving as president of Manhattanville College in New York.
-
B.
Miguel Galindo
Miguel Galindo is a central crime boss character in the television series "Mayans M.C.," known for leading a powerful Mexican cartel with calculated ruthlessness and political savvy.
-
C.
Raúl Dávalos
Raúl Dávalos is an editor known for his work on the film "Cronos."
-
D.
Adolfo Quinones
Adolfo Quinones, better known as Shabba-Doo, was an American dancer, choreographer, and actor famed as a pioneering figure in street dance and for his role in the "Breakin'" films.
-
E.
Sergio Avelar
Sergio Avelar is an actor known for his role in the inspirational sports drama film "McFarland, USA."
- 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: Carlos A. Iglesias Triple: [OPAL opacity project, developedBy, Carlos A. Iglesias]
Generated description
Carlos A. Iglesias is a physicist known for his key role in developing the OPAL opacity project, which provides crucial stellar opacity data for astrophysical research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carlos A. Iglesias Target entity description: Carlos A. Iglesias is a physicist known for his key role in developing the OPAL opacity project, which provides crucial stellar opacity data for astrophysical research.
-
A.
Frank D. Sánchez
Frank D. Sánchez is an American higher education leader and administrator known for serving as president of Manhattanville College in New York.
-
B.
Miguel Galindo
Miguel Galindo is a central crime boss character in the television series "Mayans M.C.," known for leading a powerful Mexican cartel with calculated ruthlessness and political savvy.
-
C.
Raúl Dávalos
Raúl Dávalos is an editor known for his work on the film "Cronos."
-
D.
Adolfo Quinones
Adolfo Quinones, better known as Shabba-Doo, was an American dancer, choreographer, and actor famed as a pioneering figure in street dance and for his role in the "Breakin'" films.
-
E.
Sergio Avelar
Sergio Avelar is an actor known for his role in the inspirational sports drama film "McFarland, USA."
- 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_69ca84d4eddc8190996fec1417d2bae8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9fb2889481908fba4a449d5007fe |
completed | April 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1b02ff0f4819080410d4e7e809a24 |
completed | April 5, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69d1b1b8c75481909b847591b80255bc |
completed | April 5, 2026, 12:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b24f4af4819089b7e5b2b0165808 |
completed | April 5, 2026, 12:52 a.m. |
Created at: March 30, 2026, 8:24 p.m.