Triple

T5979494
Position Surface form Disambiguated ID Type / Status
Subject Operation Ranch Hand E133082 entity
Predicate chemicalComponent P67837 FINISHED
Object 2,4-D
2,4-D is a widely used synthetic herbicide, historically known as one of the main components of the defoliant Agent Orange used during the Vietnam War.
E558515 NE FINISHED

How this triple was built (5 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: 2,4-D | Statement: [Operation Ranch Hand, chemicalComponent, 2,4-D]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2,4-D
Context triple: [Operation Ranch Hand, chemicalComponent, 2,4-D]
  • A. DDT
    DDT is a synthetic insecticide once widely used for agricultural and disease-control purposes, now infamous for its environmental persistence, bioaccumulation, and harmful effects on wildlife and human health.
  • B. toxaphene
    Toxaphene is a highly toxic, persistent organochlorine insecticide and environmental pollutant that has been widely banned due to its long-term ecological and health impacts.
  • C. Balemartine
    Balemartine is a small coastal village located on the island of Tiree in Scotland’s Inner Hebrides.
  • D. Sarine
    The Sarine is a major river in western Switzerland that flows through the canton of Fribourg and ultimately joins the Aare.
  • E. Auscitain
    An Auscitain is a resident or native of Auch, a historic town in the Occitanie region of southwestern France.
  • 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: 2,4-D
Triple: [Operation Ranch Hand, chemicalComponent, 2,4-D]
Generated description
2,4-D is a widely used synthetic herbicide, historically known as one of the main components of the defoliant Agent Orange used during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2,4-D
Target entity description: 2,4-D is a widely used synthetic herbicide, historically known as one of the main components of the defoliant Agent Orange used during the Vietnam War.
  • A. DDT
    DDT is a synthetic insecticide once widely used for agricultural and disease-control purposes, now infamous for its environmental persistence, bioaccumulation, and harmful effects on wildlife and human health.
  • B. toxaphene
    Toxaphene is a highly toxic, persistent organochlorine insecticide and environmental pollutant that has been widely banned due to its long-term ecological and health impacts.
  • C. Balemartine
    Balemartine is a small coastal village located on the island of Tiree in Scotland’s Inner Hebrides.
  • D. Sarine
    The Sarine is a major river in western Switzerland that flows through the canton of Fribourg and ultimately joins the Aare.
  • E. Auscitain
    An Auscitain is a resident or native of Auch, a historic town in the Occitanie region of southwestern France.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: chemicalComponent
Context triple: [Operation Ranch Hand, chemicalComponent, 2,4-D]
  • A. chemicalElement
    Indicates that one entity is a chemical element that constitutes, characterizes, or is otherwise fundamentally associated with the other entity.
  • B. primaryChemicalComponent
    Indicates that one entity is the main or predominant chemical substance composing another entity.
  • C. chemicallyRelatedTo
    Indicates a relationship where two entities are connected through a chemical association, such as sharing structural features, participating in related reactions, or being derivable from one another chemically.
  • D. keyChemicalDiscussed
    Indicates that a particular chemical substance is a central topic of discussion in a given context or communication.
  • E. hasChemicalFormula
    Indicates that one entity (typically a chemical substance) is characterized by or associated with a specific chemical formula representing its elemental composition.
  • F. None of above. chosen

Provenance (7 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_69c04dc2243c8190bd3488e7b24af985 completed March 22, 2026, 8:14 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.
PD Predicate disambiguation batch_69c049dcb3c081908ccc9b4d4b210229 completed March 22, 2026, 7:58 p.m.
PDg Predicate description generation batch_69c04dbefd1081909795fe1a812b991a completed March 22, 2026, 8:14 p.m.
Created at: March 22, 2026, 4:04 p.m.