Triple
T3286569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danny Trejo |
E68994
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Heat
Heat is a 1995 American crime drama film directed by Michael Mann, renowned for its intense heist sequences and the iconic on-screen pairing of Al Pacino and Robert De Niro.
|
E174842
|
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: Heat | Statement: [Danny Trejo, notableWork, Heat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heat Context triple: [Danny Trejo, notableWork, Heat]
-
A.
Heat
Heat is a 1995 crime thriller film directed by Michael Mann, renowned for its intense heist sequences and the iconic pairing of Al Pacino and Robert De Niro.
-
B.
Heat Waves
"Heat Waves" is a hit song by the English indie rock band Glass Animals, known for its mellow, atmospheric sound and widespread chart success.
-
C.
HEATCHECK
HEATCHECK is the abbreviated competitive moniker used by the NBA 2K League team Heat Check Gaming.
-
D.
Thermal
Thermal is an unincorporated community in California’s Coachella Valley, known for its desert climate and proximity to agricultural and resort areas.
-
E.
Heat Wave
"Heat Wave" is a popular rock and pop cover song performed by Linda Ronstadt, known for its energetic vocals and success on the charts in the mid-1970s.
- 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: Heat Triple: [Danny Trejo, notableWork, Heat]
Generated description
Heat is a 1995 American crime drama film directed by Michael Mann, renowned for its intense heist sequences and the iconic on-screen pairing of Al Pacino and Robert De Niro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heat Target entity description: Heat is a 1995 American crime drama film directed by Michael Mann, renowned for its intense heist sequences and the iconic on-screen pairing of Al Pacino and Robert De Niro.
-
A.
Heat
chosen
Heat is a 1995 crime thriller film directed by Michael Mann, renowned for its intense heist sequences and the iconic pairing of Al Pacino and Robert De Niro.
-
B.
Heat Waves
"Heat Waves" is a hit song by the English indie rock band Glass Animals, known for its mellow, atmospheric sound and widespread chart success.
-
C.
HEATCHECK
HEATCHECK is the abbreviated competitive moniker used by the NBA 2K League team Heat Check Gaming.
-
D.
Thermal
Thermal is an unincorporated community in California’s Coachella Valley, known for its desert climate and proximity to agricultural and resort areas.
-
E.
Heat Wave
"Heat Wave" is a popular rock and pop cover song performed by Linda Ronstadt, known for its energetic vocals and success on the charts in the mid-1970s.
- F. None of above.
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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05779d08190a5517951e71b1380 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e85b6a1081908581b2040b8ce261 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9783918819085ea73a8ed815f65 |
completed | March 12, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ea0189948190b1dab60aecf04b73 |
completed | March 12, 2026, 4:29 p.m. |
Created at: March 8, 2026, 3:10 p.m.