Triple

T22629946
Position Surface form Disambiguated ID Type / Status
Subject Bt cotton E558520 entity
Predicate targetsPest P97582 FINISHED
Object Helicoverpa armigera
Helicoverpa armigera is a highly destructive agricultural moth pest whose larvae, known as cotton bollworms, attack a wide range of crops worldwide.
 E1545505 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: Helicoverpa armigera | Statement: [Bt cotton, targetsPest, Helicoverpa armigera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helicoverpa armigera
Context triple: [Bt cotton, targetsPest, Helicoverpa armigera]
  • A. Anthonomus grandis
    Anthonomus grandis, commonly known as the boll weevil, is a notorious agricultural pest beetle that primarily attacks cotton crops.
  • B. Bombyx incomposita
    Bombyx incomposita is a species of silkmoth in the genus Bombyx, a group best known for the domesticated silk-producing moth Bombyx mori.
  • C. Bombyx rotundapex
    Bombyx rotundapex is a species of silkworm moth in the genus Bombyx, related to the domesticated silk-producing moth Bombyx mori.
  • D. Bombyx
    Bombyx is a genus of moths best known for including the domesticated silkworm species central to silk production.
  • E. Bombyx horsfieldi
    Bombyx horsfieldi is a species of silkmoth in the genus Bombyx, related to the domesticated silkworm moths.
  • 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: Helicoverpa armigera
Triple: [Bt cotton, targetsPest, Helicoverpa armigera]
Generated description
Helicoverpa armigera is a highly destructive agricultural moth pest whose larvae, known as cotton bollworms, attack a wide range of crops worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helicoverpa armigera
Target entity description: Helicoverpa armigera is a highly destructive agricultural moth pest whose larvae, known as cotton bollworms, attack a wide range of crops worldwide.
  • A. Anthonomus grandis
    Anthonomus grandis, commonly known as the boll weevil, is a notorious agricultural pest beetle that primarily attacks cotton crops.
  • B. Bombyx incomposita
    Bombyx incomposita is a species of silkmoth in the genus Bombyx, a group best known for the domesticated silk-producing moth Bombyx mori.
  • C. Bombyx rotundapex
    Bombyx rotundapex is a species of silkworm moth in the genus Bombyx, related to the domesticated silk-producing moth Bombyx mori.
  • D. Bombyx
    Bombyx is a genus of moths best known for including the domesticated silkworm species central to silk production.
  • E. Bombyx horsfieldi
    Bombyx horsfieldi is a species of silkmoth in the genus Bombyx, related to the domesticated silkworm moths.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3febd081909ff21abef1e4035d completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e0b2dd081909b063c50b18579c4 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ed997448190a6fe89160ccc223b completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4f8600448190a726d0fe91e17cff completed May 18, 2026, 5:42 p.m.
Created at: April 17, 2026, 3:02 p.m.