Triple

T11249611
Position Surface form Disambiguated ID Type / Status
Subject 343 Industries E266290 entity
Predicate coDevelopedGame P6901 FINISHED
Object Halo Wars 2
Halo Wars 2 is a real-time strategy game set in the Halo universe that continues the story of the UNSC Spirit of Fire in large-scale battles against a new alien faction known as the Banished.
E748074 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: Halo Wars 2 | Statement: [343 Industries, coDevelopedGame, Halo Wars 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halo Wars 2
Context triple: [343 Industries, coDevelopedGame, Halo Wars 2]
  • A. Halo Wars
    Halo Wars is a real-time strategy game set in the Halo universe, focusing on large-scale tactical battles between human and alien forces.
  • B. Halo: Spartan Assault
    Halo: Spartan Assault is a top-down, twin-stick shooter set in the Halo universe that explores Spartan Ops missions between Halo 3 and Halo 4.
  • C. Halo: Fireteam Raven
    Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
  • D. Halo 3: ODST
    Halo 3: ODST is a first-person shooter in the Halo franchise that follows a squad of Orbital Drop Shock Troopers during the Covenant invasion of New Mombasa, known for its noir tone and ensemble cast.
  • E. Halo 5: Guardians
    Halo 5: Guardians is a sci-fi first-person shooter for Xbox One that continues the Halo saga with dual protagonists, cooperative-focused campaign design, and expanded competitive multiplayer modes.
  • 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: Halo Wars 2
Triple: [343 Industries, coDevelopedGame, Halo Wars 2]
Generated description
Halo Wars 2 is a real-time strategy game set in the Halo universe that continues the story of the UNSC Spirit of Fire in large-scale battles against a new alien faction known as the Banished.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halo Wars 2
Target entity description: Halo Wars 2 is a real-time strategy game set in the Halo universe that continues the story of the UNSC Spirit of Fire in large-scale battles against a new alien faction known as the Banished.
  • A. Halo Wars chosen
    Halo Wars is a real-time strategy game set in the Halo universe, focusing on large-scale tactical battles between human and alien forces.
  • B. Halo: Spartan Assault
    Halo: Spartan Assault is a top-down, twin-stick shooter set in the Halo universe that explores Spartan Ops missions between Halo 3 and Halo 4.
  • C. Halo: Fireteam Raven
    Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
  • D. Halo 3: ODST
    Halo 3: ODST is a first-person shooter in the Halo franchise that follows a squad of Orbital Drop Shock Troopers during the Covenant invasion of New Mombasa, known for its noir tone and ensemble cast.
  • E. Halo 5: Guardians
    Halo 5: Guardians is a sci-fi first-person shooter for Xbox One that continues the Halo saga with dual protagonists, cooperative-focused campaign design, and expanded competitive multiplayer modes.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coDevelopedGame
Context triple: [343 Industries, coDevelopedGame, Halo Wars 2]
  • A. alsoDevelopedIn
    Indicates that something was additionally developed in another context, location, or environment beyond the primary one already specified.
  • B. coDeveloperOf chosen
    Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
  • C. developedGameBasedOn
    Indicates that one game was created or designed using another game as its source of inspiration, foundation, or reference.
  • D. wasDevelopedIn
    Indicates that an entity (such as a product, technology, or work) came into existence or was created during a specific time period or at a particular place.
  • E. developedInParallelWith
    Indicates that two or more things were created or progressed during the same time period, with their development processes occurring concurrently rather than sequentially.
  • 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_69d7e93212448190b46b3799b0bdfa0f completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e712e6288481908071e248a50209e0 completed April 21, 2026, 6:02 a.m.
NEDg Description generation batch_69e720f4015c81909ba7973c3e781985 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e75a7a04c88190bb8f3dd3f3e435ef completed April 21, 2026, 11:07 a.m.
PD Predicate disambiguation batch_69d78793c00481908a3f764b610b77a4 completed April 9, 2026, 11:03 a.m.
Created at: April 8, 2026, 9:31 p.m.