Triple

T2045442
Position Surface form Disambiguated ID Type / Status
Subject Siluriformes E45439 entity
Predicate contains P35 FINISHED
Object Pimelodidae
Pimelodidae is a family of freshwater catfishes, commonly known as long-whiskered catfishes, native primarily to Central and South America.
E230169 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: Pimelodidae | Statement: [Siluriformes, contains, Pimelodidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pimelodidae
Context triple: [Siluriformes, contains, Pimelodidae]
  • A. 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.
  • B. Epigonichthys
    Epigonichthys is a genus of small, eel-like lancelets within the subphylum Cephalochordata, known for their simple, fish-like bodies that provide key insights into early chordate evolution.
  • C. Cichlidae
    Cichlidae is a large and diverse family of freshwater fish known for their complex behaviors, vibrant coloration, and importance in both aquaculture and the aquarium trade.
  • D. Entosphenus
    Entosphenus is a genus of jawless, eel-like lampreys that includes several parasitic and anadromous species found primarily in North American freshwater and coastal marine environments.
  • E. Cardinalidae
    Cardinalidae is a family of passerine birds that includes cardinals, grosbeaks, and buntings, known for their often bright plumage and strong, conical bills.
  • 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: Pimelodidae
Triple: [Siluriformes, contains, Pimelodidae]
Generated description
Pimelodidae is a family of freshwater catfishes, commonly known as long-whiskered catfishes, native primarily to Central and South America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pimelodidae
Target entity description: Pimelodidae is a family of freshwater catfishes, commonly known as long-whiskered catfishes, native primarily to Central and South America.
  • A. Balitoridae
    Balitoridae is a family of small, bottom-dwelling freshwater loaches commonly found in fast-flowing streams of Asia and adapted to cling to rocks in strong currents.
  • B. 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.
  • C. Cyprinidae
    Cyprinidae is a large family of freshwater fishes that includes carps, minnows, and their relatives, widely distributed across Eurasia, Africa, and North America.
  • D. Epigonichthys
    Epigonichthys is a genus of small, eel-like lancelets within the subphylum Cephalochordata, known for their simple, fish-like bodies that provide key insights into early chordate evolution.
  • E. Nemacheilidae
    Nemacheilidae is a family of small, bottom-dwelling freshwater fishes commonly known as stone loaches, found primarily in fast-flowing streams across Eurasia.
  • 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_69a8891948208190ab7898da21824c77 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9728f688190939d7c4df524f9b4 completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200125f081909ab40b6a04adaa25 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae242933288190ad1f2c9f4ce1e968 completed March 9, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69ae248a2b8481908fa4b0c000971d11 completed March 9, 2026, 1:38 a.m.
Created at: March 4, 2026, 7:39 p.m.