Triple

T12527077
Position Surface form Disambiguated ID Type / Status
Subject Half-Life franchise E299466 entity
Predicate hasEntry P18283 FINISHED
Object Half-Life: Decay
Half-Life: Decay is a cooperative expansion pack for the original Half-Life that follows two scientists at Black Mesa in a parallel storyline to the main game.
 E997094 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: Half-Life: Decay | Statement: [Half-Life franchise, hasEntry, Half-Life: Decay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Half-Life: Decay
Context triple: [Half-Life franchise, hasEntry, Half-Life: Decay]
  • A. Half Life
    "Half Life" is a science fiction novel by Hal Clement that exemplifies his hard-science approach through a story built around rigorous scientific problem-solving.
  • B. Half-Life: Alyx
    Half-Life: Alyx is a critically acclaimed virtual reality first-person shooter from Valve that serves as a prequel to Half-Life 2, showcasing advanced VR gameplay and storytelling.
  • C. Illadelph Halflife
    Illadelph Halflife is a critically acclaimed 1996 hip-hop album by The Roots known for its live-instrumentation sound, socially conscious lyrics, and jazzy, experimental production.
  • D. The Adventures of Alyx
    The Adventures of Alyx is a feminist science fiction collection by Joanna Russ centered on the daring, subversive exploits of the time-traveling adventurer Alyx.
  • E. Half-Life franchise
    The Half-Life franchise is a critically acclaimed series of science fiction first-person shooter games by Valve, known for its immersive storytelling, innovative gameplay, and influential impact on the video game industry.
  • 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: Half-Life: Decay
Triple: [Half-Life franchise, hasEntry, Half-Life: Decay]
Generated description
Half-Life: Decay is a cooperative expansion pack for the original Half-Life that follows two scientists at Black Mesa in a parallel storyline to the main game.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Half-Life: Decay
Target entity description: Half-Life: Decay is a cooperative expansion pack for the original Half-Life that follows two scientists at Black Mesa in a parallel storyline to the main game.
  • A. Half Life
    "Half Life" is a science fiction novel by Hal Clement that exemplifies his hard-science approach through a story built around rigorous scientific problem-solving.
  • B. Half-Life: Alyx
    Half-Life: Alyx is a critically acclaimed virtual reality first-person shooter from Valve that serves as a prequel to Half-Life 2, showcasing advanced VR gameplay and storytelling.
  • C. Illadelph Halflife
    Illadelph Halflife is a critically acclaimed 1996 hip-hop album by The Roots known for its live-instrumentation sound, socially conscious lyrics, and jazzy, experimental production.
  • D. The Adventures of Alyx
    The Adventures of Alyx is a feminist science fiction collection by Joanna Russ centered on the daring, subversive exploits of the time-traveling adventurer Alyx.
  • E. Half-Life franchise
    The Half-Life franchise is a critically acclaimed series of science fiction first-person shooter games by Valve, known for its immersive storytelling, innovative gameplay, and influential impact on the video game industry.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6718cd6288190ad080f469f334caf completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 8, 2026, 9:57 p.m.