Triple

T7397118
Position Surface form Disambiguated ID Type / Status
Subject Operation Commando Hunt E170648 entity
Predicate codename P2980 FINISHED
Object Commando Hunt
Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting the Ho Chi Minh Trail and North Vietnamese logistics in Laos.
 E661253 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: Commando Hunt | Statement: [Operation Commando Hunt, codename, Commando Hunt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Commando Hunt
Context triple: [Operation Commando Hunt, codename, Commando Hunt]
  • A. Commando
    Commando is the nickname of the Curtiss C-46, a World War II-era American twin-engine transport aircraft widely used for military cargo and troop transport.
  • B. Commando
    "Commando" is a fast, politically charged punk rock song by the Ramones, known for its militaristic themes and concise, high-energy style.
  • C. Commando
    Commando is a 1985 action film starring Arnold Schwarzenegger as a retired special forces colonel who wages a one-man war to rescue his kidnapped daughter.
  • D. Commando Ultra 84
    Commando Ultra 84 is a prominent ultra supporters’ group known for its passionate backing of French football club Olympique de Marseille.
  • E. Special Police Commandos
    Special Police Commandos were elite Iraqi Interior Ministry paramilitary units formed after the 2003 invasion, known for conducting high-risk counterinsurgency and urban combat operations.
  • 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: Commando Hunt
Triple: [Operation Commando Hunt, codename, Commando Hunt]
Generated description
Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting the Ho Chi Minh Trail and North Vietnamese logistics in Laos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Commando Hunt
Target entity description: Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting the Ho Chi Minh Trail and North Vietnamese logistics in Laos.
  • A. Commando
    Commando is the nickname of the Curtiss C-46, a World War II-era American twin-engine transport aircraft widely used for military cargo and troop transport.
  • B. Commando
    "Commando" is a fast, politically charged punk rock song by the Ramones, known for its militaristic themes and concise, high-energy style.
  • C. Commando
    Commando is a 1985 action film starring Arnold Schwarzenegger as a retired special forces colonel who wages a one-man war to rescue his kidnapped daughter.
  • D. Commando Ultra 84
    Commando Ultra 84 is a prominent ultra supporters’ group known for its passionate backing of French football club Olympique de Marseille.
  • E. Special Police Commandos
    Special Police Commandos were elite Iraqi Interior Ministry paramilitary units formed after the 2003 invasion, known for conducting high-risk counterinsurgency and urban combat operations.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f24abcd08190b8428fa22b2fbd4f completed March 27, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81101dd448190bcf221f7625c9d34 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811b681b48190a5161871f1f400f9 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8122513d88190ab12f649e8d0d59b completed March 28, 2026, 5:38 p.m.
Created at: March 27, 2026, 3:09 p.m.