Triple

T5979479
Position Surface form Disambiguated ID Type / Status
Subject Operation Ranch Hand E133082 entity
Predicate uses P98 FINISHED
Object Agent White
Agent White was a herbicidal defoliant used by the U.S. military during the Vietnam War as part of its chemical warfare program.
E558511 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: Agent White | Statement: [Operation Ranch Hand, uses, Agent White]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agent White
Context triple: [Operation Ranch Hand, uses, Agent White]
  • A. Agent K
    Agent K is a stoic, seasoned alien-fighting operative and one of the main protagonists in the Men in Black franchise, portrayed most famously by Tommy Lee Jones.
  • B. Agent J
    Agent J is one of the main protagonists in the "Men in Black" franchise, a witty and resourceful secret agent who polices extraterrestrial activity on Earth alongside his partner Agent K.
  • C. Grant Ward (MCU)
    Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
  • D. Sam Holland
    Sam Holland is a British actor and social media personality best known as one of Tom Holland’s younger brothers and for appearing in some of his projects and online content.
  • E. Ben Urich
    Ben Urich is a seasoned investigative reporter in Marvel Comics, best known for uncovering superhero secrets and exposing corruption in New York City.
  • 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: Agent White
Triple: [Operation Ranch Hand, uses, Agent White]
Generated description
Agent White was a herbicidal defoliant used by the U.S. military during the Vietnam War as part of its chemical warfare program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agent White
Target entity description: Agent White was a herbicidal defoliant used by the U.S. military during the Vietnam War as part of its chemical warfare program.
  • A. Agent K
    Agent K is a stoic, seasoned alien-fighting operative and one of the main protagonists in the Men in Black franchise, portrayed most famously by Tommy Lee Jones.
  • B. Agent J
    Agent J is one of the main protagonists in the "Men in Black" franchise, a witty and resourceful secret agent who polices extraterrestrial activity on Earth alongside his partner Agent K.
  • C. Grant Ward (MCU)
    Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
  • D. Sam Holland
    Sam Holland is a British actor and social media personality best known as one of Tom Holland’s younger brothers and for appearing in some of his projects and online content.
  • E. Ben Urich
    Ben Urich is a seasoned investigative reporter in Marvel Comics, best known for uncovering superhero secrets and exposing corruption in New York City.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a40233081909c04f62ec0382bfd completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.