Triple

T13854693
Position Surface form Disambiguated ID Type / Status
Subject Jack Ryan E333031 entity
Predicate appearsIn P795 FINISHED
Object Threat Vector
"Threat Vector" is a political and military techno-thriller novel in Tom Clancy’s Jack Ryan universe, centered on cyber warfare and escalating tensions with China.
E1066094 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: Threat Vector | Statement: [Jack Ryan, appearsIn, Threat Vector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Threat Vector
Context triple: [Jack Ryan, appearsIn, Threat Vector]
  • A. Nature of the Threat
    "Nature of the Threat" is a politically charged, historically dense hip-hop track by Ras Kass that critically examines racism, religion, and Western history.
  • B. Threatz
    "Threatz" is a hard-hitting, aggressive hip-hop track by Denzel Curry that helped establish his reputation in the underground rap scene.
  • C. Attack Surface
    Attack Surface is a near-future cyberpunk novel by Cory Doctorow that explores surveillance, digital resistance, and the moral conflicts of a security technologist working for oppressive regimes.
  • D. Intrusion
    Intrusion is a science fiction novel by Scottish author Ken MacLeod that explores themes of surveillance, personal freedom, and state control in a near-future society.
  • E. Backdoor
    "Backdoor" is a song by American rapper Lil Durk, known for its introspective lyrics addressing street life, betrayal, and personal loss.
  • 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: Threat Vector
Triple: [Jack Ryan, appearsIn, Threat Vector]
Generated description
"Threat Vector" is a political and military techno-thriller novel in Tom Clancy’s Jack Ryan universe, centered on cyber warfare and escalating tensions with China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Threat Vector
Target entity description: "Threat Vector" is a political and military techno-thriller novel in Tom Clancy’s Jack Ryan universe, centered on cyber warfare and escalating tensions with China.
  • A. Nature of the Threat
    "Nature of the Threat" is a politically charged, historically dense hip-hop track by Ras Kass that critically examines racism, religion, and Western history.
  • B. Threatz
    "Threatz" is a hard-hitting, aggressive hip-hop track by Denzel Curry that helped establish his reputation in the underground rap scene.
  • C. Attack Surface
    Attack Surface is a near-future cyberpunk novel by Cory Doctorow that explores surveillance, digital resistance, and the moral conflicts of a security technologist working for oppressive regimes.
  • D. Intrusion
    Intrusion is a science fiction novel by Scottish author Ken MacLeod that explores themes of surveillance, personal freedom, and state control in a near-future society.
  • E. Backdoor
    "Backdoor" is a song by American rapper Lil Durk, known for its introspective lyrics addressing street life, betrayal, and personal loss.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02db9c9c81909bb2d2fbfb7394b1 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0f924808190856dd0116962eda7 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e73fb481909f89ab3c0e9fb7d0 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.