Triple

T9541973
Position Surface form Disambiguated ID Type / Status
Subject Aspredinidae E230178 entity
Predicate containsSubfamily P10928 FINISHED
Object Bunocephalinae
Bunocephalinae is a subfamily of South American banjo catfishes known for their flattened bodies and camouflage adaptations to benthic freshwater habitats.
 E805750 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: Bunocephalinae | Statement: [Aspredinidae, containsSubfamily, Bunocephalinae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bunocephalinae
Context triple: [Aspredinidae, containsSubfamily, Bunocephalinae]
  • A. Lophorinae
    Lophorinae is a subfamily of birds-of-paradise known for its elaborately ornamented males and complex courtship displays.
  • B. Phodilinae
    Phodilinae is a subfamily of barn owls within the family Tytonidae, comprising certain medium-sized, nocturnal raptors characterized by heart-shaped facial discs and silent flight.
  • C. Leithiinae
    Leithiinae is a subfamily of dormice comprising several small, nocturnal rodent species found across parts of Europe, Asia, and North Africa.
  • D. Diglossinae
    Diglossinae is a subfamily of Neotropical tanagers that includes flowerpiercers and related small, sharp-billed songbirds specialized for feeding on nectar and insects.
  • E. Eumeninae
    Eumeninae is a large subfamily of solitary wasps, commonly known as potter or mason wasps, recognized for their mud-built nests and role as predators of caterpillars.
  • 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: Bunocephalinae
Triple: [Aspredinidae, containsSubfamily, Bunocephalinae]
Generated description
Bunocephalinae is a subfamily of South American banjo catfishes known for their flattened bodies and camouflage adaptations to benthic freshwater habitats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bunocephalinae
Target entity description: Bunocephalinae is a subfamily of South American banjo catfishes known for their flattened bodies and camouflage adaptations to benthic freshwater habitats.
  • A. Lophorinae
    Lophorinae is a subfamily of birds-of-paradise known for its elaborately ornamented males and complex courtship displays.
  • B. Phodilinae
    Phodilinae is a subfamily of barn owls within the family Tytonidae, comprising certain medium-sized, nocturnal raptors characterized by heart-shaped facial discs and silent flight.
  • C. Leithiinae
    Leithiinae is a subfamily of dormice comprising several small, nocturnal rodent species found across parts of Europe, Asia, and North Africa.
  • D. Diglossinae
    Diglossinae is a subfamily of Neotropical tanagers that includes flowerpiercers and related small, sharp-billed songbirds specialized for feeding on nectar and insects.
  • E. Eumeninae
    Eumeninae is a large subfamily of solitary wasps, commonly known as potter or mason wasps, recognized for their mud-built nests and role as predators of caterpillars.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98e82bb08190aed3ed0627923d22 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c6538b08190a9f81304214a876d completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14d44b7f08190b66fecb315b37535 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14e0823e881908ed723d20f14789b completed April 4, 2026, 5:44 p.m.
Created at: March 30, 2026, 8:01 p.m.