Triple

T9541741
Position Surface form Disambiguated ID Type / Status
Subject Bagridae E230173 entity
Predicate containsTaxon P9413 FINISHED
Object Hemibagrus
Hemibagrus is a genus of freshwater catfishes native mainly to rivers and streams in South and Southeast Asia.
 E807525 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: Hemibagrus | Statement: [Bagridae, containsTaxon, Hemibagrus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hemibagrus
Context triple: [Bagridae, containsTaxon, Hemibagrus]
  • A. Hemibarbus
    Hemibarbus is a genus of freshwater cypriniform fishes native to East Asia, commonly found in rivers and streams.
  • B. Neolissochilus
    Neolissochilus is a genus of large freshwater cyprinid fishes native to South and Southeast Asia, closely related to the mahseers and often found in fast-flowing rivers and streams.
  • C. Pimelodella
    Pimelodella is a genus of small Neotropical catfishes commonly found in freshwater streams and rivers of Central and South America.
  • D. Rasbora
    Rasbora is a genus of small, schooling freshwater fish popular in aquariums and native to rivers and streams across South and Southeast Asia.
  • E. Cobitis
    Cobitis is a genus of small, bottom-dwelling freshwater loaches commonly found in Eurasian rivers and streams.
  • 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: Hemibagrus
Triple: [Bagridae, containsTaxon, Hemibagrus]
Generated description
Hemibagrus is a genus of freshwater catfishes native mainly to rivers and streams in South and Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hemibagrus
Target entity description: Hemibagrus is a genus of freshwater catfishes native mainly to rivers and streams in South and Southeast Asia.
  • A. Hemibarbus
    Hemibarbus is a genus of freshwater cypriniform fishes native to East Asia, commonly found in rivers and streams.
  • B. Neolissochilus
    Neolissochilus is a genus of large freshwater cyprinid fishes native to South and Southeast Asia, closely related to the mahseers and often found in fast-flowing rivers and streams.
  • C. Pimelodella
    Pimelodella is a genus of small Neotropical catfishes commonly found in freshwater streams and rivers of Central and South America.
  • D. Rasbora
    Rasbora is a genus of small, schooling freshwater fish popular in aquariums and native to rivers and streams across South and Southeast Asia.
  • E. Cobitis
    Cobitis is a genus of small, bottom-dwelling freshwater loaches commonly found in Eurasian rivers and streams.
  • 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_69d15278efd4819091e707aabd9a59d7 completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d153d59844819086a0f50e6a7624b2 completed April 4, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69d1546a503c81908edc9588adabc172 completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 8:01 p.m.