Triple

T2235764
Position Surface form Disambiguated ID Type / Status
Subject Lophiiformes E49274 entity
Predicate relatedTo P37 FINISHED
Object 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.
E247615 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: Batrachoidiformes | Statement: [Lophiiformes, relatedTo, Batrachoidiformes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batrachoidiformes
Context triple: [Lophiiformes, relatedTo, Batrachoidiformes]
  • A. Esociformes
    Esociformes is an order of primarily freshwater ray-finned fishes that includes pikes and mudminnows, known for their elongated bodies and predatory habits.
  • B. Leptosomiformes
    Leptosomiformes is an order of birds that includes the cuckoo-roller, a distinctive species endemic to Madagascar and nearby islands.
  • C. Rheiformes
    Rheiformes is an order of large, flightless birds native to South America, commonly known as rheas and related to ostriches and emus.
  • D. Anguilliformes
    Anguilliformes is an order of elongated, snake-like ray-finned fishes commonly known as eels, found in marine and freshwater environments worldwide.
  • E. Phallostethidae
    Phallostethidae is a family of small, unusual freshwater and brackish fishes known for the males’ distinctive reproductive organ located under the throat.
  • 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: Batrachoidiformes
Triple: [Lophiiformes, relatedTo, Batrachoidiformes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batrachoidiformes
Target entity description: 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.
  • A. Esociformes
    Esociformes is an order of primarily freshwater ray-finned fishes that includes pikes and mudminnows, known for their elongated bodies and predatory habits.
  • B. Leptosomiformes
    Leptosomiformes is an order of birds that includes the cuckoo-roller, a distinctive species endemic to Madagascar and nearby islands.
  • C. Rheiformes
    Rheiformes is an order of large, flightless birds native to South America, commonly known as rheas and related to ostriches and emus.
  • D. Anguilliformes
    Anguilliformes is an order of elongated, snake-like ray-finned fishes commonly known as eels, found in marine and freshwater environments worldwide.
  • E. Phallostethidae
    Phallostethidae is a family of small, unusual freshwater and brackish fishes known for the males’ distinctive reproductive organ located under the throat.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc093ba0c819091df09a0e018fce1 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b068a388190962114f3798ef4f9 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.