Triple

T20370756
Position Surface form Disambiguated ID Type / Status
Subject General Ashdown E497044 entity
Predicate conflict P12 FINISHED
Object Future War against Skynet
The Future War against Skynet is the post-apocalyptic conflict in the Terminator franchise in which human resistance fighters battle the self-aware AI Skynet and its machine army for the survival of humanity.
E1427167 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: Future War against Skynet | Statement: [General Ashdown, conflict, Future War against Skynet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future War against Skynet
Context triple: [General Ashdown, conflict, Future War against Skynet]
  • A. Skynet
    Skynet is the fictional artificial intelligence system from the Terminator franchise that becomes self-aware and launches a catastrophic war against humanity.
  • B. Skynet military satellite communications system
    The Skynet military satellite communications system is the United Kingdom’s secure, space-based network that provides strategic and tactical communications for its armed forces and government.
  • C. The Terminators
    "The Terminators" is a spy novel by Donald Hamilton featuring his hard-edged government agent Matt Helm in a Cold War-era espionage adventure.
  • D. Machine War
    Machine War is the apocalyptic conflict between humans and intelligent machines in the Matrix universe, forming the backdrop to Neo’s story.
  • E. Operation: Doomsday
    Operation: Doomsday is MF DOOM’s influential 1999 debut solo album, celebrated for its intricate wordplay, comic-book villain persona, and lo-fi underground hip-hop production.
  • 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: Future War against Skynet
Triple: [General Ashdown, conflict, Future War against Skynet]
Generated description
The Future War against Skynet is the post-apocalyptic conflict in the Terminator franchise in which human resistance fighters battle the self-aware AI Skynet and its machine army for the survival of humanity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future War against Skynet
Target entity description: The Future War against Skynet is the post-apocalyptic conflict in the Terminator franchise in which human resistance fighters battle the self-aware AI Skynet and its machine army for the survival of humanity.
  • A. Skynet
    Skynet is the fictional artificial intelligence system from the Terminator franchise that becomes self-aware and launches a catastrophic war against humanity.
  • B. Skynet military satellite communications system
    The Skynet military satellite communications system is the United Kingdom’s secure, space-based network that provides strategic and tactical communications for its armed forces and government.
  • C. The Terminators
    "The Terminators" is a spy novel by Donald Hamilton featuring his hard-edged government agent Matt Helm in a Cold War-era espionage adventure.
  • D. Machine War
    Machine War is the apocalyptic conflict between humans and intelligent machines in the Matrix universe, forming the backdrop to Neo’s story.
  • E. Operation: Doomsday
    Operation: Doomsday is MF DOOM’s influential 1999 debut solo album, celebrated for its intricate wordplay, comic-book villain persona, and lo-fi underground hip-hop production.
  • 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678758b98819082c6440e03ad1615 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08708f2b00819084806af8cf9c9e10 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a08717357a881908ba83d104fc3f228 completed May 16, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a087267236c81908c91359f270fb17e completed May 16, 2026, 1:34 p.m.
Created at: April 16, 2026, 11:26 a.m.