Triple

T2038585
Position Surface form Disambiguated ID Type / Status
Subject Cypriniformes E44690 entity
Predicate includes P1393 FINISHED
Object Nemacheilidae
Nemacheilidae is a family of small, bottom-dwelling freshwater fishes commonly known as stone loaches, found primarily in fast-flowing streams across Eurasia.
E229910 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: Nemacheilidae | Statement: [Cypriniformes, includes, Nemacheilidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nemacheilidae
Context triple: [Cypriniformes, includes, Nemacheilidae]
  • A. 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.
  • B. 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.
  • 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. Alewife
    Alewife is a major subway station and transit hub in North Cambridge, Massachusetts, serving as the northern endpoint of Boston’s MBTA Red Line and a large park-and-ride facility.
  • E. Oreocnide
    Oreocnide is a genus of flowering plants in the nettle family Urticaceae, comprising species typically found in tropical and subtropical regions of Asia.
  • 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: Nemacheilidae
Triple: [Cypriniformes, includes, Nemacheilidae]
Generated description
Nemacheilidae is a family of small, bottom-dwelling freshwater fishes commonly known as stone loaches, found primarily in fast-flowing streams across Eurasia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nemacheilidae
Target entity description: Nemacheilidae is a family of small, bottom-dwelling freshwater fishes commonly known as stone loaches, found primarily in fast-flowing streams across Eurasia.
  • A. 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.
  • B. 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.
  • 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. Alewife
    Alewife is a major subway station and transit hub in North Cambridge, Massachusetts, serving as the northern endpoint of Boston’s MBTA Red Line and a large park-and-ride facility.
  • E. Oreocnide
    Oreocnide is a genus of flowering plants in the nettle family Urticaceae, comprising species typically found in tropical and subtropical regions of Asia.
  • 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_69a889159ec481908f9e4472d9f480c7 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb951870481909dbdd8fc8b0c02fe completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1ff63de081908795a95c998dd9ac completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae20a6ce14819098007416d6377f2e completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2130ba448190b91f590a348ebf88 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:39 p.m.