Triple
T5979483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Ranch Hand |
E133082
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
Agent Green
Agent Green was a herbicidal defoliant and crop-destroying chemical used by the U.S. military during the Vietnam War as part of its broader herbicidal warfare program.
|
E558514
|
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 Green | Statement: [Operation Ranch Hand, uses, Agent Green]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agent Green Context triple: [Operation Ranch Hand, uses, Agent Green]
-
A.
Agent 355
Agent 355 is a skilled and enigmatic covert operative from the Culper Ring who serves as Yorick Brown’s protector in the post-apocalyptic comic series "Y: The Last Man."
-
B.
Agent Zero
Agent Zero is the popular nickname of former NBA All-Star guard Gilbert Arenas, known for his prolific scoring and clutch performances with the Washington Wizards.
-
C.
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.
-
D.
Aldrich
Aldrich is a surname of English origin borne by various notable individuals across fields such as politics, the arts, and academia.
-
E.
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.
- 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 Green Triple: [Operation Ranch Hand, uses, Agent Green]
Generated description
Agent Green was a herbicidal defoliant and crop-destroying chemical used by the U.S. military during the Vietnam War as part of its broader herbicidal warfare program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agent Green Target entity description: Agent Green was a herbicidal defoliant and crop-destroying chemical used by the U.S. military during the Vietnam War as part of its broader herbicidal warfare program.
-
A.
Agent 355
Agent 355 is a skilled and enigmatic covert operative from the Culper Ring who serves as Yorick Brown’s protector in the post-apocalyptic comic series "Y: The Last Man."
-
B.
Agent Zero
Agent Zero is the popular nickname of former NBA All-Star guard Gilbert Arenas, known for his prolific scoring and clutch performances with the Washington Wizards.
-
C.
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.
-
D.
Aldrich
Aldrich is a surname of English origin borne by various notable individuals across fields such as politics, the arts, and academia.
-
E.
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.
- 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.