Triple

T9541594
Position Surface form Disambiguated ID Type / Status
Subject Loricariidae E230170 entity
Predicate containsSubfamily P10928 FINISHED
Object Hypostominae
Hypostominae is a subfamily of armored catfishes native primarily to South American freshwater habitats, known for their suckermouths and bony plates.
 E230170 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: Hypostominae | Statement: [Loricariidae, containsSubfamily, Hypostominae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hypostominae
Context triple: [Loricariidae, containsSubfamily, Hypostominae]
  • A. Loricariidae
    Loricariidae is a large family of armored freshwater catfish native primarily to South America, commonly known as plecos or suckermouth catfish.
  • B. Trichomycteridae
    Trichomycteridae is a diverse family of small, often parasitic or scavenging catfishes native primarily to freshwater habitats in Central and South America.
  • C. Callichthyidae
    Callichthyidae is a family of armored freshwater catfish, commonly known as Corydoras and their relatives, native primarily to South America.
  • D. Hoplichthyidae
    Hoplichthyidae is a family of benthic marine fishes, commonly known as ghost flatheads, found on continental shelves and slopes of the Indo-Pacific region.
  • E. Siluriformes
    Siluriformes is the diverse order of ray-finned fishes commonly known as catfishes, characterized by barbels resembling whiskers and often bottom-dwelling habits in freshwater and some marine environments.
  • 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: Hypostominae
Triple: [Loricariidae, containsSubfamily, Hypostominae]
Generated description
Hypostominae is a subfamily of armored catfishes native primarily to South American freshwater habitats, known for their suckermouths and bony plates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hypostominae
Target entity description: Hypostominae is a subfamily of armored catfishes native primarily to South American freshwater habitats, known for their suckermouths and bony plates.
  • A. Loricariidae chosen
    Loricariidae is a large family of armored freshwater catfish native primarily to South America, commonly known as plecos or suckermouth catfish.
  • B. Trichomycteridae
    Trichomycteridae is a diverse family of small, often parasitic or scavenging catfishes native primarily to freshwater habitats in Central and South America.
  • C. Callichthyidae
    Callichthyidae is a family of armored freshwater catfish, commonly known as Corydoras and their relatives, native primarily to South America.
  • D. Hoplichthyidae
    Hoplichthyidae is a family of benthic marine fishes, commonly known as ghost flatheads, found on continental shelves and slopes of the Indo-Pacific region.
  • E. Siluriformes
    Siluriformes is the diverse order of ray-finned fishes commonly known as catfishes, characterized by barbels resembling whiskers and often bottom-dwelling habits in freshwater and some marine environments.
  • 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_69ca847b1b3081908f72bc932c17cc41 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.