Triple
T21637138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valve |
E533989
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Team Fortress 2
Team Fortress 2 is a team-based multiplayer first-person shooter game known for its distinct cartoon art style, class-based gameplay, and long-term support through updates and community content.
|
E1495263
|
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: Team Fortress 2 | Statement: [Valve, notableWork, Team Fortress 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Team Fortress 2 Context triple: [Valve, notableWork, Team Fortress 2]
-
A.
Team Fortress Classic
Team Fortress Classic is a class-based multiplayer first-person shooter game developed by Valve that helped popularize team-oriented online combat in the late 1990s.
-
B.
Counter-Strike: Source
Counter-Strike: Source is a team-based tactical first-person shooter by Valve that updates the classic Counter-Strike gameplay using the Source engine with improved graphics and physics.
-
C.
Day of Defeat
Day of Defeat is a World War II–themed team-based multiplayer first-person shooter video game developed by Valve.
-
D.
Half-Life 2
Half-Life 2 is a critically acclaimed first-person shooter video game by Valve that continues Gordon Freeman’s story in a dystopian, physics-driven world.
-
E.
Counter-Strike: Global Offensive
Counter-Strike: Global Offensive is a team-based tactical first-person shooter video game developed by Valve and Hidden Path Entertainment, and the fourth main installment in the Counter-Strike series.
- 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: Team Fortress 2 Triple: [Valve, notableWork, Team Fortress 2]
Generated description
Team Fortress 2 is a team-based multiplayer first-person shooter game known for its distinct cartoon art style, class-based gameplay, and long-term support through updates and community content.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Team Fortress 2 Target entity description: Team Fortress 2 is a team-based multiplayer first-person shooter game known for its distinct cartoon art style, class-based gameplay, and long-term support through updates and community content.
-
A.
Team Fortress Classic
Team Fortress Classic is a class-based multiplayer first-person shooter game developed by Valve that helped popularize team-oriented online combat in the late 1990s.
-
B.
Counter-Strike: Source
Counter-Strike: Source is a team-based tactical first-person shooter by Valve that updates the classic Counter-Strike gameplay using the Source engine with improved graphics and physics.
-
C.
Day of Defeat
Day of Defeat is a World War II–themed team-based multiplayer first-person shooter video game developed by Valve.
-
D.
Half-Life 2
Half-Life 2 is a critically acclaimed first-person shooter video game by Valve that continues Gordon Freeman’s story in a dystopian, physics-driven world.
-
E.
Counter-Strike: Global Offensive
Counter-Strike: Global Offensive is a team-based tactical first-person shooter video game developed by Valve and Hidden Path Entertainment, and the fourth main installment in the Counter-Strike series.
- 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef538eef0481908f5bf0e27f8e054d |
completed | April 27, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a158fa09c8190a2669f6741c7c8ee |
completed | May 17, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_6a0a164617808190a9dd69ce2c07b36d |
completed | May 17, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a16b2f7908190a1cf632f504b630f |
completed | May 17, 2026, 7:27 p.m. |
Created at: April 16, 2026, 6:35 p.m.