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.