Triple

T12527066
Position Surface form Disambiguated ID Type / Status
Subject Half-Life franchise E299466 entity
Predicate hasAntagonist P18963 FINISHED
Object Combine
The Combine is a vast, multidimensional alien empire in the Half-Life series that conquers and exploits entire worlds, serving as the primary oppressive force against which humanity struggles.
 E988277 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: Combine | Statement: [Half-Life franchise, hasAntagonist, Combine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Combine
Context triple: [Half-Life franchise, hasAntagonist, Combine]
  • A. Combine
    Combine is a type of artwork, pioneered by Robert Rauschenberg, that merges painting and sculpture by incorporating everyday objects and materials into the painted surface.
  • B. Combine
    Combine is Apple’s declarative reactive programming framework for handling asynchronous events and data streams in Swift applications.
  • C. Pinagsama
    Pinagsama is a barangay (village-level administrative division) located in the city of Taguig in Metro Manila, Philippines.
  • D. Combines
    Combines are Robert Rauschenberg’s pioneering mixed-media artworks that fuse painting and sculpture using everyday objects and nontraditional materials.
  • E. Composite
    Composite is a structural design pattern that lets you treat individual objects and compositions of objects uniformly by organizing them into tree-like hierarchies.
  • 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: Combine
Triple: [Half-Life franchise, hasAntagonist, Combine]
Generated description
The Combine is a vast, multidimensional alien empire in the Half-Life series that conquers and exploits entire worlds, serving as the primary oppressive force against which humanity struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Combine
Target entity description: The Combine is a vast, multidimensional alien empire in the Half-Life series that conquers and exploits entire worlds, serving as the primary oppressive force against which humanity struggles.
  • A. Combine
    Combine is Apple’s declarative reactive programming framework for handling asynchronous events and data streams in Swift applications.
  • B. Combine
    Combine is a type of artwork, pioneered by Robert Rauschenberg, that merges painting and sculpture by incorporating everyday objects and materials into the painted surface.
  • C. Pinagsama
    Pinagsama is a barangay (village-level administrative division) located in the city of Taguig in Metro Manila, Philippines.
  • D. Combines
    Combines are Robert Rauschenberg’s pioneering mixed-media artworks that fuse painting and sculpture using everyday objects and nontraditional materials.
  • E. Composite
    Composite is a structural design pattern that lets you treat individual objects and compositions of objects uniformly by organizing them into tree-like hierarchies.
  • 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_69f64bc393808190add527030a928517 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c535c9881908e5bf07d13fa73c5 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f6508afef08190ac7a19b1ee90141e completed May 2, 2026, 7:29 p.m.
Created at: April 8, 2026, 9:57 p.m.