Triple

T13052021
Position Surface form Disambiguated ID Type / Status
Subject The Changeling (TOS) E327469 entity
Predicate featuresEvent P6628 FINISHED
Object Nomad kills several Enterprise crew members
"Nomad kills several Enterprise crew members" is a pivotal and chilling event in the Star Trek: The Original Series episode "The Changeling," showcasing the probe’s lethal misunderstanding of its mission and raising themes of artificial intelligence gone awry.
E1018387 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: Nomad kills several Enterprise crew members | Statement: [The Changeling (TOS), featuresEvent, Nomad kills several Enterprise crew members]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nomad kills several Enterprise crew members
Context triple: [The Changeling (TOS), featuresEvent, Nomad kills several Enterprise crew members]
  • A. Evacuation of Echo Base
    The Evacuation of Echo Base is a pivotal Star Wars battle in which the Rebel Alliance flees its hidden stronghold on the ice planet Hoth under assault from the Galactic Empire.
  • B. Nexus rescue mission
    The Nexus rescue mission was a failed 23rd-century Starfleet operation to evacuate El-Aurian refugees from the energy ribbon known as the Nexus, resulting in the destruction of ships including the SS Lakul.
  • C. Xindi conflict
    The Xindi conflict is a major storyline in Star Trek: Enterprise depicting humanity’s tense and complex struggle with the multi-species Xindi following a devastating attack on Earth.
  • D. Black Order attacks Earth
    "Black Order attacks Earth" is a major storyline event in Marvel Comics in which Thanos’s elite enforcers launch a devastating assault on Earth as part of the larger Infinity crossover saga.
  • E. Encounter at Farpoint
    Encounter at Farpoint is the pilot episode of Star Trek: The Next Generation, introducing Captain Jean-Luc Picard and the new crew of the starship Enterprise-D.
  • 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: Nomad kills several Enterprise crew members
Triple: [The Changeling (TOS), featuresEvent, Nomad kills several Enterprise crew members]
Generated description
"Nomad kills several Enterprise crew members" is a pivotal and chilling event in the Star Trek: The Original Series episode "The Changeling," showcasing the probe’s lethal misunderstanding of its mission and raising themes of artificial intelligence gone awry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nomad kills several Enterprise crew members
Target entity description: "Nomad kills several Enterprise crew members" is a pivotal and chilling event in the Star Trek: The Original Series episode "The Changeling," showcasing the probe’s lethal misunderstanding of its mission and raising themes of artificial intelligence gone awry.
  • A. Evacuation of Echo Base
    The Evacuation of Echo Base is a pivotal Star Wars battle in which the Rebel Alliance flees its hidden stronghold on the ice planet Hoth under assault from the Galactic Empire.
  • B. Nexus rescue mission
    The Nexus rescue mission was a failed 23rd-century Starfleet operation to evacuate El-Aurian refugees from the energy ribbon known as the Nexus, resulting in the destruction of ships including the SS Lakul.
  • C. Xindi conflict
    The Xindi conflict is a major storyline in Star Trek: Enterprise depicting humanity’s tense and complex struggle with the multi-species Xindi following a devastating attack on Earth.
  • D. Black Order attacks Earth
    "Black Order attacks Earth" is a major storyline event in Marvel Comics in which Thanos’s elite enforcers launch a devastating assault on Earth as part of the larger Infinity crossover saga.
  • E. Encounter at Farpoint
    Encounter at Farpoint is the pilot episode of Star Trek: The Next Generation, introducing Captain Jean-Luc Picard and the new crew of the starship Enterprise-D.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980b98fa081908cfa92116799e874 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbdcc3e881908d9a246558b1c20e completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd0e88e08190a07468336bb624f0 completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:57 p.m.