Triple
T12527043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Half-Life franchise |
E299466
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object | Valve |
E533989
|
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: Valve | Statement: [Half-Life franchise, publisher, Valve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valve Context triple: [Half-Life franchise, publisher, Valve]
-
A.
Valve
chosen
Valve is a prominent video game developer and digital distribution company best known for creating the Half-Life series and operating the Steam platform.
-
B.
Ensemble Studios
Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545d7e6c819080c3a85c18caa1ae |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65eae71fc819083ec63dbfbf32465 |
completed | May 2, 2026, 8:29 p.m. |
Created at: April 8, 2026, 9:57 p.m.