Triple

T10560685
Position Surface form Disambiguated ID Type / Status
Subject Hemiramphidae E249209 entity
Predicate suborder P7378 FINISHED
Object Exocoetoidei
Exocoetoidei is a suborder of marine ray-finned fishes that includes flying fishes and their close relatives, characterized by elongated bodies and adaptations for surface or gliding locomotion.
 E871497 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: Exocoetoidei | Statement: [Hemiramphidae, suborder, Exocoetoidei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Exocoetoidei
Context triple: [Hemiramphidae, suborder, Exocoetoidei]
  • A. Phallostethidae
    Phallostethidae is a family of small, unusual freshwater and brackish fishes known for the males’ distinctive reproductive organ located under the throat.
  • B. 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.
  • C. Hiodontidae
    Hiodontidae is a small family of freshwater fishes, commonly known as mooneyes, native to North America and characterized by their silvery bodies and large eyes.
  • D. 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.
  • E. Osmeriformes
    Osmeriformes is an order of ray-finned fishes that includes smelts and their relatives, typically small, silvery, cold-water species found in marine and freshwater environments of the Northern Hemisphere.
  • 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: Exocoetoidei
Triple: [Hemiramphidae, suborder, Exocoetoidei]
Generated description
Exocoetoidei is a suborder of marine ray-finned fishes that includes flying fishes and their close relatives, characterized by elongated bodies and adaptations for surface or gliding locomotion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Exocoetoidei
Target entity description: Exocoetoidei is a suborder of marine ray-finned fishes that includes flying fishes and their close relatives, characterized by elongated bodies and adaptations for surface or gliding locomotion.
  • A. Phallostethidae
    Phallostethidae is a family of small, unusual freshwater and brackish fishes known for the males’ distinctive reproductive organ located under the throat.
  • B. 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.
  • C. Hiodontidae
    Hiodontidae is a small family of freshwater fishes, commonly known as mooneyes, native to North America and characterized by their silvery bodies and large eyes.
  • D. 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.
  • E. Osmeriformes
    Osmeriformes is an order of ray-finned fishes that includes smelts and their relatives, typically small, silvery, cold-water species found in marine and freshwater environments of the Northern Hemisphere.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5271f3c6c819080b49fbe3aa09e09 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d93491d2408190b5f54afddbb51ec4 completed April 10, 2026, 5:34 p.m.
NEDg Description generation batch_69d939111a648190b6797c4870f61796 completed April 10, 2026, 5:53 p.m.
NED2 Entity disambiguation (via description) batch_69d93dd9f8a0819092d647a765d62fcd completed April 10, 2026, 6:13 p.m.
Created at: April 6, 2026, 12:35 p.m.