Triple
T11529680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Call of Duty: Black Ops III |
E273386
|
entity |
| Predicate | coDeveloper |
P6901
|
FINISHED |
| Object |
Mercenary Technology
Mercenary Technology is a video game development studio known for contributing to major titles such as Call of Duty: Black Ops III.
|
E932021
|
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: Mercenary Technology | Statement: [Call of Duty: Black Ops III, coDeveloper, Mercenary Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mercenary Technology Context triple: [Call of Duty: Black Ops III, coDeveloper, Mercenary Technology]
-
A.
The Mercenaries
The Mercenaries is a 1968 British adventure film (also known as Dark of the Sun) about a group of soldiers of fortune on a perilous mission in the Congo.
-
B.
The Mercenary
The Mercenary is a 1968 Spaghetti Western film directed by Sergio Corbucci, known for its blend of political themes, stylized violence, and Franco Nero’s iconic gunslinger performance.
-
C.
Machine War
Machine War is the apocalyptic conflict between humans and intelligent machines in the Matrix universe, forming the backdrop to Neo’s story.
-
D.
Verwaltung Technik und Bewaffnung
Verwaltung Technik und Bewaffnung was a specialized administrative body within East Germany’s military structure responsible for overseeing armaments and military technology.
-
E.
Carian mercenaries
Carian mercenaries were ancient soldiers from Caria in southwestern Anatolia, renowned for serving as hired troops in various Near Eastern and Greek armies.
- 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: Mercenary Technology Triple: [Call of Duty: Black Ops III, coDeveloper, Mercenary Technology]
Generated description
Mercenary Technology is a video game development studio known for contributing to major titles such as Call of Duty: Black Ops III.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mercenary Technology Target entity description: Mercenary Technology is a video game development studio known for contributing to major titles such as Call of Duty: Black Ops III.
-
A.
The Mercenaries
The Mercenaries is a 1968 British adventure film (also known as Dark of the Sun) about a group of soldiers of fortune on a perilous mission in the Congo.
-
B.
The Mercenary
The Mercenary is a 1968 Spaghetti Western film directed by Sergio Corbucci, known for its blend of political themes, stylized violence, and Franco Nero’s iconic gunslinger performance.
-
C.
Machine War
Machine War is the apocalyptic conflict between humans and intelligent machines in the Matrix universe, forming the backdrop to Neo’s story.
-
D.
Verwaltung Technik und Bewaffnung
Verwaltung Technik und Bewaffnung was a specialized administrative body within East Germany’s military structure responsible for overseeing armaments and military technology.
-
E.
Carian mercenaries
Carian mercenaries were ancient soldiers from Caria in southwestern Anatolia, renowned for serving as hired troops in various Near Eastern and Greek armies.
- 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839878948190b170e64629d6f2db |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6856341b481909d2ee71893e6117b |
completed | April 20, 2026, 7:58 p.m. |
| NEDg | Description generation | batch_69e68fd6b6088190b24f552b5afc3f55 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7d683448190b7557bffd92b3ad6 |
completed | April 20, 2026, 11:33 p.m. |
Created at: April 8, 2026, 9:37 p.m.