Triple

T10498981
Position Surface form Disambiguated ID Type / Status
Subject Batrachoidiformes E247615 entity
Predicate includesFamily P3600 FINISHED
Object Porichthyidae
Porichthyidae is a family of marine ray-finned fishes commonly known as midshipman fishes, noted for their bioluminescent organs and vocal courtship behaviors.
 E891140 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: Porichthyidae | Statement: [Batrachoidiformes, includesFamily, Porichthyidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Porichthyidae
Context triple: [Batrachoidiformes, includesFamily, Porichthyidae]
  • A. Paralichthyidae
    Paralichthyidae is a family of large, bottom-dwelling flatfishes commonly known as sand flounders or large-tooth flounders, many of which are important in commercial and recreational fisheries.
  • B. Derichthyidae
    Derichthyidae is a family of deep-sea eel-like fishes within the order Anguilliformes, commonly known as longneck eels.
  • C. Atherinopsidae
    Atherinopsidae is a family of small, silvery ray-finned fishes commonly known as New World silversides, found primarily in marine and freshwater coastal habitats of the Americas.
  • D. Atherinidae
    Atherinidae is a family of small, silvery ray-finned fishes commonly known as silversides, found in marine, brackish, and freshwater environments worldwide.
  • E. Ptilichthyidae
    Ptilichthyidae is a small family of marine ray-finned fishes within the suborder Zoarcoidei, known for their elongated, eel-like bodies and deep-sea habitat.
  • 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: Porichthyidae
Triple: [Batrachoidiformes, includesFamily, Porichthyidae]
Generated description
Porichthyidae is a family of marine ray-finned fishes commonly known as midshipman fishes, noted for their bioluminescent organs and vocal courtship behaviors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Porichthyidae
Target entity description: Porichthyidae is a family of marine ray-finned fishes commonly known as midshipman fishes, noted for their bioluminescent organs and vocal courtship behaviors.
  • A. Paralichthyidae
    Paralichthyidae is a family of large, bottom-dwelling flatfishes commonly known as sand flounders or large-tooth flounders, many of which are important in commercial and recreational fisheries.
  • B. Derichthyidae
    Derichthyidae is a family of deep-sea eel-like fishes within the order Anguilliformes, commonly known as longneck eels.
  • C. Atherinopsidae
    Atherinopsidae is a family of small, silvery ray-finned fishes commonly known as New World silversides, found primarily in marine and freshwater coastal habitats of the Americas.
  • D. Atherinidae
    Atherinidae is a family of small, silvery ray-finned fishes commonly known as silversides, found in marine, brackish, and freshwater environments worldwide.
  • E. Ptilichthyidae
    Ptilichthyidae is a small family of marine ray-finned fishes within the suborder Zoarcoidei, known for their elongated, eel-like bodies and deep-sea habitat.
  • 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_69dff7628eb081909ab3a445238bb682 completed April 15, 2026, 8:38 p.m.
NEDg Description generation batch_69e0b498df2481908c964d53b1782774 completed April 16, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69e11e21fc2c8190878a877ecd3b465e completed April 16, 2026, 5:36 p.m.
Created at: April 6, 2026, 12:25 p.m.