Triple

T2260502
Position Surface form Disambiguated ID Type / Status
Subject Beloniformes E50027 entity
Predicate includesFamily P3600 FINISHED
Object Hemiramphidae
Hemiramphidae is a family of marine and freshwater ray-finned fishes commonly known as halfbeaks, characterized by their elongated lower jaws and surface-dwelling habits.
 E249209 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: Hemiramphidae | Statement: [Beloniformes, includesFamily, Hemiramphidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hemiramphidae
Context triple: [Beloniformes, includesFamily, Hemiramphidae]
  • A. Atherinidae
    Atherinidae is a family of small, silvery ray-finned fishes commonly known as silversides, found in marine, brackish, and freshwater environments worldwide.
  • 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. 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.
  • E. Atheriniformes
    Atheriniformes is an order of ray-finned fishes commonly known as silversides, which are typically small, schooling, coastal or freshwater species found worldwide.
  • 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: Hemiramphidae
Triple: [Beloniformes, includesFamily, Hemiramphidae]
Generated description
Hemiramphidae is a family of marine and freshwater ray-finned fishes commonly known as halfbeaks, characterized by their elongated lower jaws and surface-dwelling habits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hemiramphidae
Target entity description: Hemiramphidae is a family of marine and freshwater ray-finned fishes commonly known as halfbeaks, characterized by their elongated lower jaws and surface-dwelling habits.
  • A. Atherinidae
    Atherinidae is a family of small, silvery ray-finned fishes commonly known as silversides, found in marine, brackish, and freshwater environments worldwide.
  • 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. 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.
  • E. Atheriniformes
    Atheriniformes is an order of ray-finned fishes commonly known as silversides, which are typically small, schooling, coastal or freshwater species found worldwide.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15be1288190a55c12674f4a5e03 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71cb1540819093db7f91ae66c19f completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae72a2b92c8190a7d4ff441f1cb1ce completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae732a7cf08190b119ca7809350269 completed March 9, 2026, 7:13 a.m.
Created at: March 4, 2026, 7:48 p.m.