Triple
T5247979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warner Bros. Games |
E118510
|
entity |
| Predicate | publishesFranchise |
P61716
|
FINISHED |
| Object |
Batman: Arkham
Batman: Arkham is a critically acclaimed action-adventure video game franchise centered on DC Comics' Batman, known for its dark narrative, free-flow combat system, and immersive depiction of Gotham City.
|
E505150
|
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: Batman: Arkham | Statement: [Warner Bros. Games, publishesFranchise, Batman: Arkham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Batman: Arkham Context triple: [Warner Bros. Games, publishesFranchise, Batman: Arkham]
-
A.
Batman: Arkham Asylum
Batman: Arkham Asylum is a critically acclaimed action-adventure video game set in the DC Comics universe, known for its dark narrative, innovative combat and stealth mechanics, and standout voice performances.
-
B.
Batman: Arkham City
Batman: Arkham City is a critically acclaimed 2011 action-adventure video game set in an open-world super-prison district of Gotham City, where players control Batman as he battles iconic villains in a dark, story-driven experience.
-
C.
Batman: Arkham Knight
Batman: Arkham Knight is a 2015 action-adventure video game in the Batman: Arkham series, known for its open-world Gotham City, use of the Batmobile, and cinematic storytelling.
-
D.
Batman: The Telltale Series
Batman: The Telltale Series is an episodic narrative-driven adventure game that reimagines the Batman universe with player-driven choices and a strong focus on story and character development.
-
E.
The Batman
The Batman is a 2022 neo-noir superhero film directed by Matt Reeves, starring Robert Pattinson as a young Bruce Wayne investigating a series of murders in a grim, crime-ridden Gotham City.
- 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: Batman: Arkham Triple: [Warner Bros. Games, publishesFranchise, Batman: Arkham]
Generated description
Batman: Arkham is a critically acclaimed action-adventure video game franchise centered on DC Comics' Batman, known for its dark narrative, free-flow combat system, and immersive depiction of Gotham City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Batman: Arkham Target entity description: Batman: Arkham is a critically acclaimed action-adventure video game franchise centered on DC Comics' Batman, known for its dark narrative, free-flow combat system, and immersive depiction of Gotham City.
-
A.
Batman: Arkham Asylum
Batman: Arkham Asylum is a critically acclaimed action-adventure video game set in the DC Comics universe, known for its dark narrative, innovative combat and stealth mechanics, and standout voice performances.
-
B.
Batman: Arkham City
Batman: Arkham City is a critically acclaimed 2011 action-adventure video game set in an open-world super-prison district of Gotham City, where players control Batman as he battles iconic villains in a dark, story-driven experience.
-
C.
Batman: Arkham Knight
Batman: Arkham Knight is a 2015 action-adventure video game in the Batman: Arkham series, known for its open-world Gotham City, use of the Batmobile, and cinematic storytelling.
-
D.
Batman: The Telltale Series
Batman: The Telltale Series is an episodic narrative-driven adventure game that reimagines the Batman universe with player-driven choices and a strong focus on story and character development.
-
E.
The Batman
The Batman is a 2022 neo-noir superhero film directed by Matt Reeves, starring Robert Pattinson as a young Bruce Wayne investigating a series of murders in a grim, crime-ridden Gotham City.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publishesFranchise Context triple: [Warner Bros. Games, publishesFranchise, Batman: Arkham]
-
A.
distributesFranchise
Indicates that one party grants or allocates franchise rights or opportunities to another party.
-
B.
franchiseOf
Indicates that one entity operates as a franchise belonging to or licensed by another entity.
-
C.
franchiseStatus
Indicates the current standing or condition of a franchise relationship between parties, such as whether it is active, inactive, pending, or terminated.
-
D.
publishesFor
Indicates that one entity issues, releases, or makes content publicly available on behalf of, or in service of, another entity.
-
E.
newFranchise
Indicates that a new franchise relationship has been established, typically granting rights to operate or represent a brand, product, or service under specified terms.
- F. None of above. chosen
Provenance (7 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_69bd4468aacc8190a8196f71855cdf4f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b77165c8190bd1ce8a197cef226 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef836d158819092cdd22e0dbc9dae |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8d1cc2c8190aa8cf712f14d0565 |
completed | March 21, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef95e7ce48190a1ec2fc27ce37d00 |
completed | March 21, 2026, 8:02 p.m. |
| PD | Predicate disambiguation | batch_69bd77c30bac8190a883ca45da35d667 |
completed | March 20, 2026, 4:37 p.m. |
| PDg | Predicate description generation | batch_69bd787975788190848ffbac87896efe |
completed | March 20, 2026, 4:40 p.m. |
Created at: March 20, 2026, 1:50 p.m.