Triple

T2045443
Position Surface form Disambiguated ID Type / Status
Subject Siluriformes E45439 entity
Predicate contains P35 FINISHED
Object Loricariidae
Loricariidae is a large family of armored freshwater catfish native primarily to South America, commonly known as plecos or suckermouth catfish.
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: Loricariidae | Statement: [Siluriformes, contains, Loricariidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loricariidae
Context triple: [Siluriformes, contains, Loricariidae]
  • 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. Balistidae
    Balistidae is a family of marine triggerfishes known for their laterally compressed bodies, strong jaws, and often striking coloration, found primarily in tropical and subtropical oceans.
  • D. Osteoglossiformes
    Osteoglossiformes is an order of primitive freshwater bony fishes that includes species like arowanas and elephantfishes, known for features such as toothed tongues and specialized sensory systems.
  • E. 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.
  • 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: Loricariidae
Triple: [Siluriformes, contains, Loricariidae]
Generated description
Loricariidae is a large family of armored freshwater catfish native primarily to South America, commonly known as plecos or suckermouth catfish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loricariidae
Target entity description: Loricariidae is a large family of armored freshwater catfish native primarily to South America, commonly known as plecos or suckermouth catfish.
  • 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. Acheilognathidae
    Acheilognathidae is a family of small freshwater ray-finned fishes, commonly known as bitterlings, native mainly to East Asia and parts of Europe.
  • C. 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.
  • D. Cyprinidae
    Cyprinidae is a large family of freshwater fishes that includes carps, minnows, and their relatives, widely distributed across Eurasia, Africa, and North America.
  • E. Balistidae
    Balistidae is a family of marine triggerfishes known for their laterally compressed bodies, strong jaws, and often striking coloration, found primarily in tropical and subtropical oceans.
  • 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.