Triple
T11278323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Call of Duty: Black Ops Cold War – PC version |
E266995
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Raven Software |
E202720
|
NE FINISHED |
How this triple was built (2 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: Raven Software | Statement: [Call of Duty: Black Ops Cold War – PC version, developer, Raven Software]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raven Software Context triple: [Call of Duty: Black Ops Cold War – PC version, developer, Raven Software]
-
A.
Raven Software
chosen
Raven Software is an American video game developer best known for its work on first-person shooters and contributions to the Call of Duty franchise.
-
B.
Neversoft
Neversoft was an American video game developer best known for creating the Tony Hawk's Pro Skater series and later working on the Guitar Hero franchise.
-
C.
3D Realms
3D Realms is a video game developer best known for creating the influential first-person shooter Duke Nukem 3D and pioneering shareware distribution in the 1990s.
-
D.
Revolution Studios
Revolution Studios is an American film production company known for producing mainstream Hollywood movies in the early 2000s.
-
E.
Ensemble Studios
Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e967ebb4819080b09ed3cec44e77 |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5258cc5208190be268ac6a82c9419 |
completed | April 19, 2026, 6:57 p.m. |
Created at: April 8, 2026, 9:31 p.m.