Triple
T3430857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Backdraft 2 |
E72332
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Gonzalo López-Gallego
Gonzalo López-Gallego is a Spanish film director known for his work in genre cinema, including thrillers and science fiction films.
|
E357009
|
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: Gonzalo López-Gallego | Statement: [Backdraft 2, director, Gonzalo López-Gallego]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gonzalo López-Gallego Context triple: [Backdraft 2, director, Gonzalo López-Gallego]
-
A.
Rafael Lopez-Cambil
Rafael Lopez-Cambil is known as the husband of Spanish-French fashion designer and businesswoman Paloma Picasso.
-
B.
J. David López-Salido
J. David López-Salido is an economist known for his coauthored research in macroeconomics and monetary policy, including work with Jordi Galí.
-
C.
Diego Muñoz-Torrero
Diego Muñoz-Torrero was a Spanish priest, politician, and liberal reformer who played a leading role in the Cortes of Cádiz and the drafting of the Spanish Constitution of 1812.
-
D.
Lorenzo García-Barbón
Lorenzo García-Barbón is a Spanish architect best known for his role in designing FC Barcelona’s iconic Camp Nou stadium.
-
E.
Armando Hart Dávalos
Armando Hart Dávalos was a prominent Cuban revolutionary, intellectual, and politician who served as a key leader in the Cuban Revolution and later as Cuba’s Minister of Education and Minister of Culture.
- 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: Gonzalo López-Gallego Triple: [Backdraft 2, director, Gonzalo López-Gallego]
Generated description
Gonzalo López-Gallego is a Spanish film director known for his work in genre cinema, including thrillers and science fiction films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gonzalo López-Gallego Target entity description: Gonzalo López-Gallego is a Spanish film director known for his work in genre cinema, including thrillers and science fiction films.
-
A.
Rafael Lopez-Cambil
Rafael Lopez-Cambil is known as the husband of Spanish-French fashion designer and businesswoman Paloma Picasso.
-
B.
J. David López-Salido
J. David López-Salido is an economist known for his coauthored research in macroeconomics and monetary policy, including work with Jordi Galí.
-
C.
Diego Muñoz-Torrero
Diego Muñoz-Torrero was a Spanish priest, politician, and liberal reformer who played a leading role in the Cortes of Cádiz and the drafting of the Spanish Constitution of 1812.
-
D.
Lorenzo García-Barbón
Lorenzo García-Barbón is a Spanish architect best known for his role in designing FC Barcelona’s iconic Camp Nou stadium.
-
E.
Armando Hart Dávalos
Armando Hart Dávalos was a prominent Cuban revolutionary, intellectual, and politician who served as a key leader in the Cuban Revolution and later as Cuba’s Minister of Education and Minister of Culture.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9bd61908190a7bdd01f24334fc3 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547b1b3481909646bf36e8461ff4 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35547a9a881909d754625806cff2a |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355efa89c8190bf9b2eb3c41257b3 |
completed | March 13, 2026, 12:10 a.m. |
Created at: March 8, 2026, 3:15 p.m.