Triple
T11248955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gears of War series |
E266278
|
entity |
| Predicate | latestMainlineEntry |
P3698
|
FINISHED |
| Object |
Gears 5
Gears 5 is a third-person sci-fi shooter video game developed by The Coalition and published by Xbox Game Studios, continuing the Gears of War franchise with a focus on Kait Diaz’s story and expanded cooperative and multiplayer modes.
|
E914137
|
NE FINISHED |
How this triple was built (5 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: Gears 5 | Statement: [Gears of War series, latestMainlineEntry, Gears 5]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gears 5 Context triple: [Gears of War series, latestMainlineEntry, Gears 5]
-
A.
Gears of War series
The Gears of War series is a popular third-person shooter franchise set in a gritty sci-fi world where heavily armed soldiers battle monstrous creatures using cover-based combat and iconic weapons like the Lancer rifle.
-
B.
Sledgehammer
"Sledgehammer" is a 1986 hit single by English musician Peter Gabriel, renowned for its soulful sound and groundbreaking stop-motion music video.
-
C.
Sledgehammer
Sledgehammer is an automated theorem-proving tool integrated into the Isabelle proof assistant that invokes external provers to help discharge proof obligations.
-
D.
Sledgehammer
"Sledgehammer" is a pop song by the girl group Fifth Harmony, known for its upbeat production and empowering breakup-themed lyrics.
-
E.
Halo Infinite
Halo Infinite is a first-person sci-fi shooter by 343 Industries that continues the story of Master Chief with an open-world-inspired campaign and multiplayer set on the Zeta Halo ring.
- 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: Gears 5 Triple: [Gears of War series, latestMainlineEntry, Gears 5]
Generated description
Gears 5 is a third-person sci-fi shooter video game developed by The Coalition and published by Xbox Game Studios, continuing the Gears of War franchise with a focus on Kait Diaz’s story and expanded cooperative and multiplayer modes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gears 5 Target entity description: Gears 5 is a third-person sci-fi shooter video game developed by The Coalition and published by Xbox Game Studios, continuing the Gears of War franchise with a focus on Kait Diaz’s story and expanded cooperative and multiplayer modes.
-
A.
Gears of War series
The Gears of War series is a popular third-person shooter franchise set in a gritty sci-fi world where heavily armed soldiers battle monstrous creatures using cover-based combat and iconic weapons like the Lancer rifle.
-
B.
Sledgehammer
"Sledgehammer" is a pop song by the girl group Fifth Harmony, known for its upbeat production and empowering breakup-themed lyrics.
-
C.
Sledgehammer
"Sledgehammer" is a 1986 hit single by English musician Peter Gabriel, renowned for its soulful sound and groundbreaking stop-motion music video.
-
D.
Sledgehammer
Sledgehammer is an automated theorem-proving tool integrated into the Isabelle proof assistant that invokes external provers to help discharge proof obligations.
-
E.
Halo Infinite
Halo Infinite is a first-person sci-fi shooter by 343 Industries that continues the story of Master Chief with an open-world-inspired campaign and multiplayer set on the Zeta Halo ring.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: latestMainlineEntry Context triple: [Gears of War series, latestMainlineEntry, Gears 5]
-
A.
latestMinorVersion
Indicates that one version is the most recent minor (non-major) update within the series of versions derived from another version.
-
B.
latestVersion
chosen
Indicates that one entity is the most recent or up-to-date version of another entity within a sequence or set of versions.
-
C.
latestReleaseBranch
Indicates that a branch is designated as the most recent official release branch in a version control or release management system.
-
D.
latestMajorUpdate
Indicates the most recent significant update event or version associated with an entity.
-
E.
lastReigningBranch
Indicates that a particular branch or line within a dynasty, family, or ruling house is the final one to have held reigning power or authority.
- F. None of above.
Provenance (6 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e91d1484819098ee6b2efb5316a5 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cc76b10c8190962b21c4cad6ce8f |
completed | April 19, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69e4d9eb79608190b7ed108906f4e2bf |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4df50eebc8190a4fe0aba7dc9fa62 |
completed | April 19, 2026, 1:57 p.m. |
| PD | Predicate disambiguation | batch_69d78793c00481908a3f764b610b77a4 |
completed | April 9, 2026, 11:03 a.m. |
Created at: April 8, 2026, 9:31 p.m.