Triple
T1804161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LucasArts |
E39783
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Raven Software
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.
|
E202720
|
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: Raven Software | Statement: [LucasArts, collaboratedWith, Raven Software]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raven Software Context triple: [LucasArts, collaboratedWith, Raven Software]
-
A.
ZeniMax Online Studios
ZeniMax Online Studios is a video game development studio best known for creating the massively multiplayer online role-playing game The Elder Scrolls Online.
-
B.
id Software
id Software is an American video game developer best known for pioneering the first-person shooter genre with titles like Doom and Quake.
-
C.
Point Breeze
Point Breeze is a predominantly residential neighborhood in Pittsburgh, Pennsylvania, known for its historic homes, tree-lined streets, and proximity to Frick Park and the Frick Art Museum.
-
D.
Sledgehammer Games
Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
-
E.
Cryptic Studios
Cryptic Studios is an American video game developer best known for creating online role-playing games such as City of Heroes, Champions Online, and Star Trek Online.
- 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: Raven Software Triple: [LucasArts, collaboratedWith, Raven Software]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raven Software Target entity description: 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.
-
A.
ZeniMax Online Studios
ZeniMax Online Studios is a video game development studio best known for creating the massively multiplayer online role-playing game The Elder Scrolls Online.
-
B.
id Software
id Software is an American video game developer best known for pioneering the first-person shooter genre with titles like Doom and Quake.
-
C.
Point Breeze
Point Breeze is a predominantly residential neighborhood in Pittsburgh, Pennsylvania, known for its historic homes, tree-lined streets, and proximity to Frick Park and the Frick Art Museum.
-
D.
Sledgehammer Games
Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
-
E.
Cryptic Studios
Cryptic Studios is an American video game developer best known for creating online role-playing games such as City of Heroes, Champions Online, and Star Trek Online.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa659648e8819085fafb60dc03f14b |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5dd01488190a96e0a8f3a77d524 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb9efe7e88190b3e2a529ec23be7b |
completed | March 8, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adbadfebbc8190ae09cd92c1fe77bc |
completed | March 8, 2026, 6:07 p.m. |
Created at: March 4, 2026, 7:32 p.m.