Triple
T3474878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machete Kills |
E73347
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Kyle Ward
Kyle Ward is a screenwriter best known for penning the action film "Machete Kills."
|
E366705
|
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: Kyle Ward | Statement: [Machete Kills, writer, Kyle Ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kyle Ward Context triple: [Machete Kills, writer, Kyle Ward]
-
A.
Justin Smith
Justin Smith, better known as Just Blaze, is an American hip-hop record producer and DJ renowned for his influential work with artists like Jay-Z, Eminem, and Kanye West.
-
B.
CJ Wallace
CJ Wallace is an American actor and rapper, best known as the son of The Notorious B.I.G. and Faith Evans.
-
C.
Wesley Saunders
Wesley Saunders is an American basketball player best known for starring as a versatile guard/forward for Harvard University, where he became one of the program’s top performers in the early 2010s.
-
D.
Chris Dugan
Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
-
E.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
- 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: Kyle Ward Triple: [Machete Kills, writer, Kyle Ward]
Generated description
Kyle Ward is a screenwriter best known for penning the action film "Machete Kills."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kyle Ward Target entity description: Kyle Ward is a screenwriter best known for penning the action film "Machete Kills."
-
A.
Justin Smith
Justin Smith, better known as Just Blaze, is an American hip-hop record producer and DJ renowned for his influential work with artists like Jay-Z, Eminem, and Kanye West.
-
B.
CJ Wallace
CJ Wallace is an American actor and rapper, best known as the son of The Notorious B.I.G. and Faith Evans.
-
C.
Wesley Saunders
Wesley Saunders is an American basketball player best known for starring as a versatile guard/forward for Harvard University, where he became one of the program’s top performers in the early 2010s.
-
D.
Chris Dugan
Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
-
E.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb580d4c819080bcc0bccd1e18e2 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bb904148190858af0bb467f5954 |
completed | March 13, 2026, 3:59 a.m. |
| NEDg | Description generation | batch_69b38c3c0b508190be86d75a6ec3a6a4 |
completed | March 13, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38c939c948190a137d79030d9c8d1 |
completed | March 13, 2026, 4:03 a.m. |
Created at: March 8, 2026, 3:17 p.m.