Triple
T21637144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valve |
E533989
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Left 4 Dead 2 |
—
|
NE NERFINISHED |
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: Left 4 Dead 2 | Statement: [Valve, notableWork, Left 4 Dead 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Left 4 Dead 2 Context triple: [Valve, notableWork, Left 4 Dead 2]
-
A.
Left 4 Dead
chosen
Left 4 Dead is a cooperative first-person shooter video game centered on surviving zombie outbreaks through team-based gameplay and dynamic, replayable campaigns.
-
B.
Half-Life 2: Episode Two
Half-Life 2: Episode Two is a first-person shooter expansion from Valve that continues Gordon Freeman and Alyx Vance’s story following the events of Half-Life 2: Episode One.
-
C.
The Walking Dead: A New Frontier
The Walking Dead: A New Frontier is an episodic graphic adventure game by Telltale Games that continues the narrative-driven, choice-based zombie apocalypse saga with a new protagonist while intersecting with characters from earlier seasons.
-
D.
Dual Survival
Dual Survival is a reality television series that follows two survival experts with contrasting backgrounds as they demonstrate and debate techniques for enduring extreme wilderness situations.
-
E.
Killing Floor
Killing Floor is a bestselling thriller novel by Lee Child that introduces former military policeman Jack Reacher as he investigates a deadly conspiracy in a small Georgia town.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 6:35 p.m.