Triple

T19145551
Position Surface form Disambiguated ID Type / Status
Subject Lepidoptera E468669 entity
Predicate hasSuperfamily P16671 FINISHED
Object Hesperioidea
Hesperioidea is a superfamily of butterflies commonly known as skippers, characterized by their robust bodies, hooked antennae, and rapid, darting flight.
E1360742 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: Hesperioidea | Statement: [Lepidoptera, hasSuperfamily, Hesperioidea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hesperioidea
Context triple: [Lepidoptera, hasSuperfamily, Hesperioidea]
  • A. Bombycilloidea
    Bombycilloidea is a superfamily of passerine birds that includes waxwings and several related, primarily frugivorous and insectivorous songbird families found across the Northern Hemisphere.
  • B. Anguimorpha
    Anguimorpha is a diverse clade of mostly carnivorous lizards that includes groups such as monitor lizards, glass lizards, and alligator lizards, characterized by elongated bodies and often reduced or absent limbs.
  • C. Thynninae
    Thynninae is a subfamily of parasitic wasps known for their often large, robust adults and their parasitoid lifestyle, typically targeting beetle larvae.
  • D. Lycaenidae
    Lycaenidae is a large family of butterflies commonly known as the blues, coppers, and hairstreaks, characterized by their small size and often iridescent coloration.
  • 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: Hesperioidea
Triple: [Lepidoptera, hasSuperfamily, Hesperioidea]
Generated description
Hesperioidea is a superfamily of butterflies commonly known as skippers, characterized by their robust bodies, hooked antennae, and rapid, darting flight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hesperioidea
Target entity description: Hesperioidea is a superfamily of butterflies commonly known as skippers, characterized by their robust bodies, hooked antennae, and rapid, darting flight.
  • A. Bombycilloidea
    Bombycilloidea is a superfamily of passerine birds that includes waxwings and several related, primarily frugivorous and insectivorous songbird families found across the Northern Hemisphere.
  • B. Anguimorpha
    Anguimorpha is a diverse clade of mostly carnivorous lizards that includes groups such as monitor lizards, glass lizards, and alligator lizards, characterized by elongated bodies and often reduced or absent limbs.
  • C. Thynninae
    Thynninae is a subfamily of parasitic wasps known for their often large, robust adults and their parasitoid lifestyle, typically targeting beetle larvae.
  • D. Lycaenidae
    Lycaenidae is a large family of butterflies commonly known as the blues, coppers, and hairstreaks, characterized by their small size and often iridescent coloration.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e978b0b481909a531efa030c5def completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24e34c4819090954c2b79ab20bb completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f366e514819080de839bdde22fc2 completed May 15, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4039ca881908679e5da604eea50 completed May 15, 2026, 10:22 a.m.
Created at: April 10, 2026, 12:06 p.m.