Triple
T12426335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lieutenant Marion "Cobra" Cobretti |
E296906
|
entity |
| Predicate | unit |
P8782
|
FINISHED |
| Object |
LAPD Zombie Squad
The LAPD Zombie Squad is a fictional elite police unit in the 1986 action film "Cobra," specializing in handling the city’s most violent and extreme criminal threats.
|
E982261
|
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: LAPD Zombie Squad | Statement: [Lieutenant Marion "Cobra" Cobretti, unit, LAPD Zombie Squad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAPD Zombie Squad Context triple: [Lieutenant Marion "Cobra" Cobretti, unit, LAPD Zombie Squad]
-
A.
Zombie Apocalypse
Zombie Apocalypse is a post-apocalyptic survival video game centered on battling hordes of the undead in a bleak, overrun world.
-
B.
Zombie Zoo
"Zombie Zoo" is a song by Tom Petty featured on his 1989 solo album *Full Moon Fever*.
-
C.
Zombies
Zombies is a popular cooperative survival-horror game mode featuring waves of undead enemies, best known from its inclusion in Treyarch’s Call of Duty titles.
-
D.
Zombies
"Zombies" is a funk- and soul-infused track by Childish Gambino from his album "Awaken, My Love!" that explores themes of exploitation and emotional detachment.
-
E.
Zombie
A Zombie in Minecraft is a common hostile undead mob that attacks players and villagers, often spawning in dark areas and burning in sunlight.
- 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: LAPD Zombie Squad Triple: [Lieutenant Marion "Cobra" Cobretti, unit, LAPD Zombie Squad]
Generated description
The LAPD Zombie Squad is a fictional elite police unit in the 1986 action film "Cobra," specializing in handling the city’s most violent and extreme criminal threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAPD Zombie Squad Target entity description: The LAPD Zombie Squad is a fictional elite police unit in the 1986 action film "Cobra," specializing in handling the city’s most violent and extreme criminal threats.
-
A.
Zombie Apocalypse
Zombie Apocalypse is a post-apocalyptic survival video game centered on battling hordes of the undead in a bleak, overrun world.
-
B.
Zombie Zoo
"Zombie Zoo" is a song by Tom Petty featured on his 1989 solo album *Full Moon Fever*.
-
C.
Zombies
Zombies is a popular cooperative survival-horror game mode featuring waves of undead enemies, best known from its inclusion in Treyarch’s Call of Duty titles.
-
D.
Zombies
"Zombies" is a funk- and soul-infused track by Childish Gambino from his album "Awaken, My Love!" that explores themes of exploitation and emotional detachment.
-
E.
Zombie
"Zombie" is a 1976 Afrobeat album and protest song by Nigerian musician Fela Kuti that fiercely criticizes the Nigerian military regime.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7ccda08190be2ff1739c1c6855 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63499061881908d25af7c3474f774 |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f636cf7d808190bf3c1c84bdaf414e |
completed | May 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f638050d2481909d25d5d718353cd5 |
completed | May 2, 2026, 5:44 p.m. |
Created at: April 8, 2026, 9:55 p.m.