Triple

T12426005
Position Surface form Disambiguated ID Type / Status
Subject Rambo (2008 film) E296898 entity
Predicate plotSummary P264 FINISHED
Object Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.
Rambo (2008 film) is an action movie in the Rambo franchise that follows the aging ex-soldier as he returns to brutal combat in war-torn Burma to carry out a violent rescue mission.
E981907 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: Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military. | Statement: [Rambo (2008 film), plotSummary, Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.
Context triple: [Rambo (2008 film), plotSummary, Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.]
  • A. Vietnam War (Marvel Universe)
    The Vietnam War (Marvel Universe) is a fictionalized version of the real-world conflict, serving as a major backdrop in Marvel Comics where numerous characters’ origins, traumas, and military histories are shaped by their involvement in the war.
  • B. Secret War in Laos
    Secret War in Laos refers to the covert U.S.-backed military campaign and proxy conflict in Laos during the Vietnam War era, involving the CIA, Hmong forces, and the Royal Lao Government against communist Pathet Lao and North Vietnamese forces.
  • C. Afghan Commandos
    Afghan Commandos were elite special operations forces of Afghanistan, known for conducting high-risk counterinsurgency and counterterrorism missions alongside coalition troops.
  • D. Hmong forces
    Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
  • E. United States forces in Burma
    United States forces in Burma were the American military units that operated in the Burma campaign of World War II, conducting combat, logistical, and support operations against Japanese forces in the China-Burma-India theater.
  • 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: Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.
Triple: [Rambo (2008 film), plotSummary, Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.]
Generated description
Rambo (2008 film) is an action movie in the Rambo franchise that follows the aging ex-soldier as he returns to brutal combat in war-torn Burma to carry out a violent rescue mission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vietnam War veteran John Rambo leads a group of mercenaries on a mission to rescue Christian aid workers kidnapped by the Burmese military.
Target entity description: Rambo (2008 film) is an action movie in the Rambo franchise that follows the aging ex-soldier as he returns to brutal combat in war-torn Burma to carry out a violent rescue mission.
  • A. Vietnam War (Marvel Universe)
    The Vietnam War (Marvel Universe) is a fictionalized version of the real-world conflict, serving as a major backdrop in Marvel Comics where numerous characters’ origins, traumas, and military histories are shaped by their involvement in the war.
  • B. Secret War in Laos
    Secret War in Laos refers to the covert U.S.-backed military campaign and proxy conflict in Laos during the Vietnam War era, involving the CIA, Hmong forces, and the Royal Lao Government against communist Pathet Lao and North Vietnamese forces.
  • C. Afghan Commandos
    Afghan Commandos were elite special operations forces of Afghanistan, known for conducting high-risk counterinsurgency and counterterrorism missions alongside coalition troops.
  • D. Hmong forces
    Hmong forces were ethnic Hmong guerrilla fighters in Laos, heavily supported by the CIA, who played a central role in the “Secret War” against communist forces during the Laotian Civil War.
  • E. United States forces in Burma
    United States forces in Burma were the American military units that operated in the Burma campaign of World War II, conducting combat, logistical, and support operations against Japanese forces in the China-Burma-India theater.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7ccda08190be2ff1739c1c6855 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63499061881908d25af7c3474f774 completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f636cf7d808190bf3c1c84bdaf414e completed May 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69f6380223d08190959e524ad146d0e0 completed May 2, 2026, 5:44 p.m.
Created at: April 8, 2026, 9:55 p.m.