Triple

T11250431
Position Surface form Disambiguated ID Type / Status
Subject Doom II: Hell on Earth E266308 entity
Predicate enemyType P15619 FINISHED
Object Heavy Weapon Dude
Heavy Weapon Dude is a chaingun-wielding humanoid enemy in Doom II known for delivering rapid, high-damage attacks from medium range.
 E914242 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: Heavy Weapon Dude | Statement: [Doom II: Hell on Earth, enemyType, Heavy Weapon Dude]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heavy Weapon Dude
Context triple: [Doom II: Hell on Earth, enemyType, Heavy Weapon Dude]
  • A. Gunner
    Gunner is a masculine given name and surname of English origin, often associated with strength and warrior-like qualities.
  • B. Marauder
    The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
  • C. Boss Spearman
    Boss Spearman is the tough, principled cattleman portrayed by Robert Duvall in the Western film "Open Range."
  • D. Needler
    The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
  • E. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • 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: Heavy Weapon Dude
Triple: [Doom II: Hell on Earth, enemyType, Heavy Weapon Dude]
Generated description
Heavy Weapon Dude is a chaingun-wielding humanoid enemy in Doom II known for delivering rapid, high-damage attacks from medium range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heavy Weapon Dude
Target entity description: Heavy Weapon Dude is a chaingun-wielding humanoid enemy in Doom II known for delivering rapid, high-damage attacks from medium range.
  • A. Gunner
    Gunner is a masculine given name and surname of English origin, often associated with strength and warrior-like qualities.
  • B. Marauder
    The Marauder is a World War II-era American twin‑engine medium bomber aircraft officially designated the Martin B‑26.
  • C. Boss Spearman
    Boss Spearman is the tough, principled cattleman portrayed by Robert Duvall in the Western film "Open Range."
  • D. Needler
    The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
  • E. Weapon of Choice
    Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
  • 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_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_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.
Created at: April 8, 2026, 9:31 p.m.