Triple

T12527075
Position Surface form Disambiguated ID Type / Status
Subject Half-Life franchise E299466 entity
Predicate hasEntry P18283 FINISHED
Object Half-Life: Opposing Force
Half-Life: Opposing Force is an expansion pack to the original Half-Life that lets players experience the Black Mesa incident from the perspective of a U.S. Marine opposing Gordon Freeman.
E299466 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: Opposing Force | Statement: [Half-Life franchise, hasEntry, Half-Life: Opposing Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Half-Life: Opposing Force
Context triple: [Half-Life franchise, hasEntry, Half-Life: Opposing Force]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Doom 3
    Doom 3 is a science fiction horror first-person shooter video game in the Doom franchise, known for its dark atmosphere, story-driven campaign, and emphasis on survival-oriented combat.
  • E. 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.
  • 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: Opposing Force
Triple: [Half-Life franchise, hasEntry, Half-Life: Opposing Force]
Generated description
Half-Life: Opposing Force is an expansion pack to the original Half-Life that lets players experience the Black Mesa incident from the perspective of a U.S. Marine opposing Gordon Freeman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Half-Life: Opposing Force
Target entity description: Half-Life: Opposing Force is an expansion pack to the original Half-Life that lets players experience the Black Mesa incident from the perspective of a U.S. Marine opposing Gordon Freeman.
  • A. 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.
  • B. 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.
  • C. Half-Life franchise chosen
    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.
  • D. Doom 3
    Doom 3 is a science fiction horror first-person shooter video game in the Doom franchise, known for its dark atmosphere, story-driven campaign, and emphasis on survival-oriented combat.
  • E. 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.
  • F. None of above.

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_69f65eae71fc819083ec63dbfbf32465 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f65fadc97081908376913e390cfc3d completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f660c3d914819097b57784889ca389 completed May 2, 2026, 8:38 p.m.
Created at: April 8, 2026, 9:57 p.m.