Triple

T17196872
Position Surface form Disambiguated ID Type / Status
Subject Halsey’s Typhoon E417374 entity
Predicate alsoKnownAs P39 FINISHED
Object Cobra Typhoon
Cobra Typhoon is a powerful, custom-tuned variant of the Halsey’s Typhoon vehicle known for its aggressive performance and distinctive styling.
 E1256536 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: Cobra Typhoon | Statement: [Halsey’s Typhoon, alsoKnownAs, Cobra Typhoon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cobra Typhoon
Context triple: [Halsey’s Typhoon, alsoKnownAs, Cobra Typhoon]
  • A. Cobra
    Cobra is a 1986 American action thriller film starring Sylvester Stallone as a tough, rule-breaking cop battling a violent crime cult.
  • B. Cobra
    Cobra is the athletic mascot representing Parkland College’s sports teams.
  • C. Cobra
    Cobra is a fictional terrorist organization and the primary antagonist faction in the G.I. Joe franchise.
  • D. Cobra
    Cobra is a family of single-engine attack helicopters developed for the United States military, known for their narrow profile and use in close air support roles.
  • E. Cobra
    The "Cobra" is the Northrop YF-17, a lightweight American prototype fighter aircraft that served as the design basis for the F/A-18 Hornet.
  • 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: Cobra Typhoon
Triple: [Halsey’s Typhoon, alsoKnownAs, Cobra Typhoon]
Generated description
Cobra Typhoon is a powerful, custom-tuned variant of the Halsey’s Typhoon vehicle known for its aggressive performance and distinctive styling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cobra Typhoon
Target entity description: Cobra Typhoon is a powerful, custom-tuned variant of the Halsey’s Typhoon vehicle known for its aggressive performance and distinctive styling.
  • A. Cobra
    Cobra is the athletic mascot representing Parkland College’s sports teams.
  • B. Cobra
    Cobra is a 1986 American action thriller film starring Sylvester Stallone as a tough, rule-breaking cop battling a violent crime cult.
  • C. Cobra
    Cobra is a fictional terrorist organization and the primary antagonist faction in the G.I. Joe franchise.
  • D. Cobra
    The "Cobra" is the Northrop YF-17, a lightweight American prototype fighter aircraft that served as the design basis for the F/A-18 Hornet.
  • E. Cobra
    Cobra is a family of single-engine attack helicopters developed for the United States military, known for their narrow profile and use in close air support roles.
  • 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_69d886d6ba8c819093215917b3d01689 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dab718c8190b6f5b08189cf2eb2 completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fd7ef048190b0828ec6ea0e119c completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a01636d8f008190975bcd8d9124ec88 completed May 11, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0163d510908190906a3b186e840688 completed May 11, 2026, 5:06 a.m.
Created at: April 10, 2026, 5:38 a.m.