Triple
T14164494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ivan Vanko |
E351034
|
entity |
| Predicate | builds |
P3143
|
FINISHED |
| Object |
Hammer drones
Hammer drones are a fleet of weaponized robotic combat units featured in the Marvel Cinematic Universe, notably deployed as antagonistic forces against Iron Man.
|
E1083232
|
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: Hammer drones | Statement: [Ivan Vanko, builds, Hammer drones]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hammer drones Context triple: [Ivan Vanko, builds, Hammer drones]
-
A.
The Devastators
The Devastators is a spy novel in Donald Hamilton's long-running Matt Helm series, featuring the hard-edged American agent on a dangerous Cold War mission.
-
B.
Drone Mimic
Drone Mimic is a type of Mimic creature that disguises itself as a drone to deceive and ambush unsuspecting targets.
-
C.
Hunter-Killer machines
Hunter-Killer machines are autonomous robotic weapons designed by Skynet in the Terminator franchise to locate and exterminate human survivors.
-
D.
Mazer
Mazer is a surname most notably associated with British screenwriter, director, and producer Dan Mazer, known for his collaborations with Sacha Baron Cohen.
-
E.
Horcon
Horcón is a small coastal village in central Chile known for its fishing heritage, artisan markets, and nearby beaches popular with tourists.
- 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: Hammer drones Triple: [Ivan Vanko, builds, Hammer drones]
Generated description
Hammer drones are a fleet of weaponized robotic combat units featured in the Marvel Cinematic Universe, notably deployed as antagonistic forces against Iron Man.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hammer drones Target entity description: Hammer drones are a fleet of weaponized robotic combat units featured in the Marvel Cinematic Universe, notably deployed as antagonistic forces against Iron Man.
-
A.
The Devastators
The Devastators is a spy novel in Donald Hamilton's long-running Matt Helm series, featuring the hard-edged American agent on a dangerous Cold War mission.
-
B.
Drone Mimic
Drone Mimic is a type of Mimic creature that disguises itself as a drone to deceive and ambush unsuspecting targets.
-
C.
Hunter-Killer machines
Hunter-Killer machines are autonomous robotic weapons designed by Skynet in the Terminator franchise to locate and exterminate human survivors.
-
D.
Mazer
Mazer is a surname most notably associated with British screenwriter, director, and producer Dan Mazer, known for his collaborations with Sacha Baron Cohen.
-
E.
Horcon
Horcón is a small coastal village in central Chile known for its fishing heritage, artisan markets, and nearby beaches popular with tourists.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f3170481909f3981c1e56235d9 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fcfe9debe08190b9943f941f1b8813 |
completed | May 7, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcff29f7608190b4b7d24fc1e011bf |
completed | May 7, 2026, 9:07 p.m. |
Created at: April 10, 2026, 12:59 a.m.