Triple

T15707489
Position Surface form Disambiguated ID Type / Status
Subject Apoica E380747 entity
Predicate belongsToClade P10936 FINISHED
Object Aculeata
Aculeata is a large clade of stinging hymenopteran insects that includes bees, ants, and many wasps characterized by a modified ovipositor used as a sting.
 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: Aculeata | Statement: [Apoica, belongsToClade, Aculeata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aculeata
Context triple: [Apoica, belongsToClade, Aculeata]
  • 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. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • 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. 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.
  • E. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • 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: Aculeata
Triple: [Apoica, belongsToClade, Aculeata]
Generated description
Aculeata is a large clade of stinging hymenopteran insects that includes bees, ants, and many wasps characterized by a modified ovipositor used as a sting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aculeata
Target entity description: Aculeata is a large clade of stinging hymenopteran insects that includes bees, ants, and many wasps characterized by a modified ovipositor used as a sting.
  • 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. Vespoidea
    Vespoidea is a large superfamily of wasp-like insects that includes ants, social wasps, and related species within the order Hymenoptera.
  • 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. Apocrita chosen
    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.
  • E. Apoidea
    Apoidea is a large superfamily of bees and related wasps that includes many of the world’s primary pollinators.
  • F. None of above.

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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f70d44c81909edba6bd4b58b1c5 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa12713588190a888d6f6dd4290e1 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:45 a.m.