Triple

T2178398
Position Surface form Disambiguated ID Type / Status
Subject Scorpaeniformes E48584 entity
Predicate includes P1393 FINISHED
Object Platycephalidae
Platycephalidae is a family of marine ray-finned fishes commonly known as flatheads, characterized by their flattened heads and bottom-dwelling habits in coastal waters.
 E241991 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: Platycephalidae | Statement: [Scorpaeniformes, includes, Platycephalidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Platycephalidae
Context triple: [Scorpaeniformes, includes, Platycephalidae]
  • A. Schilbeidae
    Schilbeidae is a family of freshwater catfishes native mainly to Africa and parts of Asia, known for their slender bodies and often schooling behavior.
  • B. Pangasiidae
    Pangasiidae is a family of freshwater catfishes native mainly to rivers in South and Southeast Asia, including several species important in aquaculture and food fisheries.
  • C. Gyrinocheilidae
    Gyrinocheilidae is a family of freshwater fishes commonly known as sucking or algae-eating loaches, characterized by their specialized mouths adapted for grazing on surfaces.
  • D. Pleuronectidae
    Pleuronectidae is a family of flatfishes, commonly known as righteye flounders, that includes many commercially important demersal marine species.
  • E. Psilorhynchidae
    Psilorhynchidae is a small family of freshwater fishes, commonly known as torrent minnows, adapted to fast-flowing streams in South and Southeast 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: Platycephalidae
Triple: [Scorpaeniformes, includes, Platycephalidae]
Generated description
Platycephalidae is a family of marine ray-finned fishes commonly known as flatheads, characterized by their flattened heads and bottom-dwelling habits in coastal waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Platycephalidae
Target entity description: Platycephalidae is a family of marine ray-finned fishes commonly known as flatheads, characterized by their flattened heads and bottom-dwelling habits in coastal waters.
  • A. Schilbeidae
    Schilbeidae is a family of freshwater catfishes native mainly to Africa and parts of Asia, known for their slender bodies and often schooling behavior.
  • B. Pangasiidae
    Pangasiidae is a family of freshwater catfishes native mainly to rivers in South and Southeast Asia, including several species important in aquaculture and food fisheries.
  • C. Gyrinocheilidae
    Gyrinocheilidae is a family of freshwater fishes commonly known as sucking or algae-eating loaches, characterized by their specialized mouths adapted for grazing on surfaces.
  • D. Pleuronectidae
    Pleuronectidae is a family of flatfishes, commonly known as righteye flounders, that includes many commercially important demersal marine species.
  • E. Psilorhynchidae
    Psilorhynchidae is a small family of freshwater fishes, commonly known as torrent minnows, adapted to fast-flowing streams in South and Southeast 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeee0a988190b0729f9070aa4503 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5da36db0819093f832d44d228bba completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e48eefc8190b459278860bb3217 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ec233788190a52dc1a135f7dfb9 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.