Triple

T10498982
Position Surface form Disambiguated ID Type / Status
Subject Batrachoidiformes E247615 entity
Predicate includesFamily P3600 FINISHED
Object Thalassophrynidae
Thalassophrynidae is a family of marine toadfishes known for their benthic lifestyle and often venomous spines, found in tropical and subtropical coastal waters.
 E870823 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: Thalassophrynidae | Statement: [Batrachoidiformes, includesFamily, Thalassophrynidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thalassophrynidae
Context triple: [Batrachoidiformes, includesFamily, Thalassophrynidae]
  • A. Chaenophryne
    Chaenophryne is a genus of deep-sea anglerfish known for their bioluminescent lures and highly specialized adaptations to life in the ocean depths.
  • B. Batrachoididae
    Batrachoididae is a family of marine ray-finned fishes commonly known as toadfishes, characterized by their broad, flattened heads and bottom-dwelling habits in coastal and estuarine waters.
  • C. Batrachoidiformes
    Batrachoidiformes is an order of ray-finned fishes commonly known as toadfishes, characterized by their broad, flattened heads, benthic lifestyles, and often sound-producing abilities.
  • D. Echinophryne
    Echinophryne is a genus of small, bottom-dwelling frogfishes known for their camouflaged, warty appearance and ambush predation in marine environments.
  • E. Ambystomatidae
    Ambystomatidae is a family of mole salamanders native to North America, known for their burrowing habits and complex life cycles that often include both aquatic larval and terrestrial adult stages.
  • 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: Thalassophrynidae
Triple: [Batrachoidiformes, includesFamily, Thalassophrynidae]
Generated description
Thalassophrynidae is a family of marine toadfishes known for their benthic lifestyle and often venomous spines, found in tropical and subtropical coastal waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thalassophrynidae
Target entity description: Thalassophrynidae is a family of marine toadfishes known for their benthic lifestyle and often venomous spines, found in tropical and subtropical coastal waters.
  • A. Chaenophryne
    Chaenophryne is a genus of deep-sea anglerfish known for their bioluminescent lures and highly specialized adaptations to life in the ocean depths.
  • B. Batrachoididae
    Batrachoididae is a family of marine ray-finned fishes commonly known as toadfishes, characterized by their broad, flattened heads and bottom-dwelling habits in coastal and estuarine waters.
  • C. Batrachoidiformes
    Batrachoidiformes is an order of ray-finned fishes commonly known as toadfishes, characterized by their broad, flattened heads, benthic lifestyles, and often sound-producing abilities.
  • D. Echinophryne
    Echinophryne is a genus of small, bottom-dwelling frogfishes known for their camouflaged, warty appearance and ambush predation in marine environments.
  • E. Ambystomatidae
    Ambystomatidae is a family of mole salamanders native to North America, known for their burrowing habits and complex life cycles that often include both aquatic larval and terrestrial adult stages.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5098e45ec8190a02b981a06786909 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d933d4b63081909ad297038fb74bed completed April 10, 2026, 5:31 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: April 6, 2026, 12:25 p.m.