Triple

T2235744
Position Surface form Disambiguated ID Type / Status
Subject Lophiiformes E49274 entity
Predicate notableFamily P1481 FINISHED
Object Lophiidae
Lophiidae is a family of anglerfishes commonly known as goosefishes or monkfishes, characterized by their flattened bodies, large mouths, and a modified dorsal spine used as a lure to attract prey.
 E247608 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: Lophiidae | Statement: [Lophiiformes, notableFamily, Lophiidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lophiidae
Context triple: [Lophiiformes, notableFamily, Lophiidae]
  • A. Lophiiformes
    Lophiiformes is an order of ray-finned fishes best known for the anglerfishes, which use a bioluminescent lure to attract prey in deep-sea environments.
  • B. Scophthalmidae
    Scophthalmidae is a family of flatfishes that includes species such as turbots and brill, known for their laterally compressed bodies and benthic marine habitats.
  • C. Scorpaeniformes
    Scorpaeniformes is an order of ray-finned fishes that includes scorpionfishes, lionfishes, rockfishes, and related often venomous, bottom-dwelling marine species.
  • D. Scorpaenidae
    Scorpaenidae is a family of marine ray-finned fishes that includes scorpionfishes, lionfishes, and stonefishes, many of which are venomous and well-camouflaged.
  • E. Liparidae
    Liparidae is a family of marine ray-finned fishes commonly known as snailfishes, characterized by their soft, gelatinous bodies and adaptation to deep-sea and cold-water environments.
  • 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: Lophiidae
Triple: [Lophiiformes, notableFamily, Lophiidae]
Generated description
Lophiidae is a family of anglerfishes commonly known as goosefishes or monkfishes, characterized by their flattened bodies, large mouths, and a modified dorsal spine used as a lure to attract prey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lophiidae
Target entity description: Lophiidae is a family of anglerfishes commonly known as goosefishes or monkfishes, characterized by their flattened bodies, large mouths, and a modified dorsal spine used as a lure to attract prey.
  • A. Lophiiformes
    Lophiiformes is an order of ray-finned fishes best known for the anglerfishes, which use a bioluminescent lure to attract prey in deep-sea environments.
  • B. Scophthalmidae
    Scophthalmidae is a family of flatfishes that includes species such as turbots and brill, known for their laterally compressed bodies and benthic marine habitats.
  • C. Scorpaeniformes
    Scorpaeniformes is an order of ray-finned fishes that includes scorpionfishes, lionfishes, rockfishes, and related often venomous, bottom-dwelling marine species.
  • D. Scorpaenidae
    Scorpaenidae is a family of marine ray-finned fishes that includes scorpionfishes, lionfishes, and stonefishes, many of which are venomous and well-camouflaged.
  • E. Liparidae
    Liparidae is a family of marine ray-finned fishes commonly known as snailfishes, characterized by their soft, gelatinous bodies and adaptation to deep-sea and cold-water environments.
  • 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.