Triple
T15751992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Money Talks |
E381868
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Damian Chapa
Damian Chapa is an American actor and filmmaker best known for his tough-guy roles in crime and action films such as "Blood In Blood Out" and "Street Fighter."
|
E1182797
|
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: Damian Chapa | Statement: [Money Talks, starring, Damian Chapa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Damian Chapa Context triple: [Money Talks, starring, Damian Chapa]
-
A.
Ricardo Chavira
Ricardo Chavira is an American actor best known for his role as Carlos Solis on the television series "Desperate Housewives."
-
B.
Christian Contreras
Christian Contreras is an American actor and writer known for his work in film and television and for being married to English actress Jodie Whittaker.
-
C.
Julian Chavez
Julian Chavez was a 19th-century Los Angeles city councilman and landowner whose name was given to the area later known as Chavez Ravine.
-
D.
Gabriel Chavarria
Gabriel Chavarria is an American actor known for his leading role in the television adaptation of "The Purge" and for appearances in films such as "War for the Planet of the Apes" and "Lowriders."
-
E.
Matthew Saldivar
Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
- 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: Damian Chapa Triple: [Money Talks, starring, Damian Chapa]
Generated description
Damian Chapa is an American actor and filmmaker best known for his tough-guy roles in crime and action films such as "Blood In Blood Out" and "Street Fighter."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Damian Chapa Target entity description: Damian Chapa is an American actor and filmmaker best known for his tough-guy roles in crime and action films such as "Blood In Blood Out" and "Street Fighter."
-
A.
Ricardo Chavira
Ricardo Chavira is an American actor best known for his role as Carlos Solis on the television series "Desperate Housewives."
-
B.
Christian Contreras
Christian Contreras is an American actor and writer known for his work in film and television and for being married to English actress Jodie Whittaker.
-
C.
Julian Chavez
Julian Chavez was a 19th-century Los Angeles city councilman and landowner whose name was given to the area later known as Chavez Ravine.
-
D.
Gabriel Chavarria
Gabriel Chavarria is an American actor known for his leading role in the television adaptation of "The Purge" and for appearances in films such as "War for the Planet of the Apes" and "Lowriders."
-
E.
Matthew Saldivar
Matthew Saldivar is an American stage actor best known for his work in Broadway musicals and plays.
- 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_69d86d9e6b44819085d1f6a969ecb74c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e05030e31081908c307a8dc7067db4 |
completed | April 16, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb03539c081908b5df46bb810b949 |
completed | May 9, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69ffb13fdb6c819091c3ee5c1f199031 |
completed | May 9, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb208aef881909b3a00e0015c27df |
completed | May 9, 2026, 10:15 p.m. |
Created at: April 10, 2026, 4:47 a.m.