Triple
T5613369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DigiPen Institute of Technology |
E147415
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Valve
Valve is a prominent video game developer and digital distribution company best known for creating the Half-Life series and operating the Steam platform.
|
E533989
|
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: Valve | Statement: [DigiPen Institute of Technology, collaboratesWith, Valve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valve Context triple: [DigiPen Institute of Technology, collaboratesWith, Valve]
-
A.
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.
-
B.
Starbreeze Studios
Starbreeze Studios is a Swedish video game developer and publisher known for titles such as the Payday series and for previously publishing the multiplayer horror game Dead by Daylight.
-
C.
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.
-
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.
Take-Two Interactive
Take-Two Interactive is a major American video game publisher known for franchises like Grand Theft Auto, Red Dead Redemption, and NBA 2K.
- 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: Valve Triple: [DigiPen Institute of Technology, collaboratesWith, Valve]
Generated description
Valve is a prominent video game developer and digital distribution company best known for creating the Half-Life series and operating the Steam platform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valve Target entity description: Valve is a prominent video game developer and digital distribution company best known for creating the Half-Life series and operating the Steam platform.
-
A.
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.
-
B.
Starbreeze Studios
Starbreeze Studios is a Swedish video game developer and publisher known for titles such as the Payday series and for previously publishing the multiplayer horror game Dead by Daylight.
-
C.
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.
-
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.
Take-Two Interactive
Take-Two Interactive is a major American video game publisher known for franchises like Grand Theft Auto, Red Dead Redemption, and NBA 2K.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c021226cf88190b70b4b51eb5b4144 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0287b14708190bc246e982896ad27 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c03f8c1a3081908f9d03a6c51d69f0 |
completed | March 22, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0404f0a3081908850794f9a5cea40 |
completed | March 22, 2026, 7:17 p.m. |
Created at: March 22, 2026, 3:39 p.m.