Triple

T16752806
Position Surface form Disambiguated ID Type / Status
Subject Braconidae E407125 entity
Predicate parasitizes P19654 FINISHED
Object Hemiptera
Hemiptera is a large order of insects, including true bugs, aphids, cicadas, and leafhoppers, characterized by piercing-sucking mouthparts used to feed on plant sap or animal fluids.
 E1232169 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: Hemiptera | Statement: [Braconidae, parasitizes, Hemiptera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hemiptera
Context triple: [Braconidae, parasitizes, Hemiptera]
  • A. Aphidnae
    Aphidnae was an ancient deme (district) of Attica in classical Greece, associated with notable Athenian figures such as Callimachus.
  • B. Thysanoptera
    Thysanoptera is an order of tiny, slender-bodied insects commonly known as thrips, many of which feed on plants and can be significant agricultural pests.
  • C. Isoptera
    Isoptera is the insect order comprising termites, known for their eusocial colonies, wood-feeding habits, and significant ecological and economic impacts.
  • D. Diptera
    Diptera is a large order of insects characterized by having a single pair of functional wings and includes flies, mosquitoes, midges, and gnats.
  • E. Homaloptera
    Homaloptera is a genus of small, bottom-dwelling freshwater loaches native mainly to fast-flowing streams in South and Southeast Asia.
  • 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: Hemiptera
Triple: [Braconidae, parasitizes, Hemiptera]
Generated description
Hemiptera is a large order of insects, including true bugs, aphids, cicadas, and leafhoppers, characterized by piercing-sucking mouthparts used to feed on plant sap or animal fluids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hemiptera
Target entity description: Hemiptera is a large order of insects, including true bugs, aphids, cicadas, and leafhoppers, characterized by piercing-sucking mouthparts used to feed on plant sap or animal fluids.
  • A. Aphidnae
    Aphidnae was an ancient deme (district) of Attica in classical Greece, associated with notable Athenian figures such as Callimachus.
  • B. Thysanoptera
    Thysanoptera is an order of tiny, slender-bodied insects commonly known as thrips, many of which feed on plants and can be significant agricultural pests.
  • C. Isoptera
    Isoptera is the insect order comprising termites, known for their eusocial colonies, wood-feeding habits, and significant ecological and economic impacts.
  • D. Diptera
    Diptera is a large order of insects characterized by having a single pair of functional wings and includes flies, mosquitoes, midges, and gnats.
  • E. Homaloptera
    Homaloptera is a genus of small, bottom-dwelling freshwater loaches native mainly to fast-flowing streams in South and Southeast Asia.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa282bb08190992c9b61caa7a345 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52402848190b029cb0be31b4c74 completed May 10, 2026, 3:32 p.m.
NEDg Description generation batch_6a00a5c4e934819088db49d81be154c3 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6b84d288190aeccb06745146b80 completed May 10, 2026, 3:39 p.m.
Created at: April 10, 2026, 5:21 a.m.