Triple
T15711699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roger Yuan |
E380853
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Perfect Weapon
The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
|
E1172436
|
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: The Perfect Weapon | Statement: [Roger Yuan, notableWork, The Perfect Weapon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Perfect Weapon Context triple: [Roger Yuan, notableWork, The Perfect Weapon]
-
A.
A Choice of Weapons
"A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
-
B.
Perfect Weapon
"Perfect Weapon" is a popular hard rock/metalcore song by American rock band Black Veil Brides, known for its aggressive sound and anthemic, rebellious lyrics.
-
C.
The Great Deterrent
The Great Deterrent is a Cold War–era strategic analysis by Air Chief Marshal Sir John Slessor that argues for the central role of air power and nuclear deterrence in preventing major war.
-
D.
Blowback
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
-
E.
Blowback
"Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
- 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: The Perfect Weapon Triple: [Roger Yuan, notableWork, The Perfect Weapon]
Generated description
The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Perfect Weapon Target entity description: The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
-
A.
A Choice of Weapons
"A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
-
B.
Perfect Weapon
"Perfect Weapon" is a popular hard rock/metalcore song by American rock band Black Veil Brides, known for its aggressive sound and anthemic, rebellious lyrics.
-
C.
The Great Deterrent
The Great Deterrent is a Cold War–era strategic analysis by Air Chief Marshal Sir John Slessor that argues for the central role of air power and nuclear deterrence in preventing major war.
-
D.
Blowback
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
-
E.
Blowback
"Blowback" is a song by American rock band The Killers from their 2020 album *Imploding the Mirage*, noted for its atmospheric production and reflective lyrics.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8f5d6081908243fa59b46b7c76 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757f571881908015fe68df2a5e69 |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff769d305881908791ffcb0a30ee35 |
completed | May 9, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff770b73d48190a422a0760c03f763 |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:45 a.m.