Triple

T2937137
Position Surface form Disambiguated ID Type / Status
Subject Stenogastrinae E79294 entity
Predicate higherClassification P4476 FINISHED
Object Apocrita
Apocrita is a large suborder of insects within the order Hymenoptera that includes wasps, bees, and ants, characterized by a narrow waist separating the thorax and abdomen.
 E312065 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: Apocrita | Statement: [Stenogastrinae, higherClassification, Apocrita]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apocrita
Context triple: [Stenogastrinae, higherClassification, Apocrita]
  • A. 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.
  • B. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • C. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • D. Anthophorini
    Anthophorini is a tribe of long-tongued, often fast-flying solitary bees commonly known as digger or flower bees, recognized for their robust bodies and frequent association with sandy or bare soil nesting sites.
  • E. Dorylinae
    Dorylinae is a subfamily of ants commonly known as army ants, characterized by their nomadic behavior and highly coordinated group foraging.
  • 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: Apocrita
Triple: [Stenogastrinae, higherClassification, Apocrita]
Generated description
Apocrita is a large suborder of insects within the order Hymenoptera that includes wasps, bees, and ants, characterized by a narrow waist separating the thorax and abdomen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apocrita
Target entity description: Apocrita is a large suborder of insects within the order Hymenoptera that includes wasps, bees, and ants, characterized by a narrow waist separating the thorax and abdomen.
  • A. 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.
  • B. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • C. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • D. Anthophorini
    Anthophorini is a tribe of long-tongued, often fast-flying solitary bees commonly known as digger or flower bees, recognized for their robust bodies and frequent association with sandy or bare soil nesting sites.
  • E. Dorylinae
    Dorylinae is a subfamily of ants commonly known as army ants, characterized by their nomadic behavior and highly coordinated group foraging.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983f91c48190b409d8f522cab08b completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b086837ddc8190af27c7facd629691 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d15ec81c81909c22e265dd0263df completed March 11, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b0d524994c8190b8b6ff05eee8696a completed March 11, 2026, 2:36 a.m.
Created at: March 8, 2026, 2:56 p.m.