Triple

T713197
Position Surface form Disambiguated ID Type / Status
Subject Apidae E14253 entity
Predicate higherClassification P4476 FINISHED
Object Apoidea
Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
 E94677 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: Apoidea | Statement: [Apidae, higherClassification, Apoidea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apoidea
Context triple: [Apidae, higherClassification, Apoidea]
  • A. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • B. Apidae
    Apidae is a large and diverse family of bees that includes honey bees, bumblebees, stingless bees, and many other important pollinators found worldwide.
  • C. Hymenoptera
    Hymenoptera is a large order of insects that includes ants, bees, wasps, and sawflies, many of which are known for complex social behavior and important ecological roles such as pollination and biological control.
  • D. Vespidae
    Vespidae is a large family of wasps that includes many social and solitary species such as yellowjackets, hornets, and paper wasps, known for their often complex colony structures and sometimes painful stings.
  • E. Formicidae
    Formicidae is the biological family comprising all ant species, known for their complex social organization and widespread ecological impact.
  • 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: Apoidea
Triple: [Apidae, higherClassification, Apoidea]
Generated description
Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apoidea
Target entity description: Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • A. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • B. Apidae
    Apidae is a large and diverse family of bees that includes honey bees, bumblebees, stingless bees, and many other important pollinators found worldwide.
  • C. Hymenoptera
    Hymenoptera is a large order of insects that includes ants, bees, wasps, and sawflies, many of which are known for complex social behavior and important ecological roles such as pollination and biological control.
  • D. Vespidae
    Vespidae is a large family of wasps that includes many social and solitary species such as yellowjackets, hornets, and paper wasps, known for their often complex colony structures and sometimes painful stings.
  • E. Formicidae
    Formicidae is the biological family comprising all ant species, known for their complex social organization and widespread ecological impact.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a55ee4fc81909358659ec3bc435f completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67ef6179c81908e72e3d03b61cca4 completed March 3, 2026, 6:25 a.m.
NEDg Description generation batch_69a67f90c8b081909720e5498d313889 completed March 3, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69a683f1ef3081908265a6fa83da8b87 completed March 3, 2026, 6:47 a.m.
Created at: March 1, 2026, 7:36 p.m.