Triple

T2235746
Position Surface form Disambiguated ID Type / Status
Subject Lophiiformes E49274 entity
Predicate notableFamily P1481 FINISHED
Object Ceratiidae
Ceratiidae is a family of deep-sea anglerfishes known for their extreme sexual dimorphism and bioluminescent lures used to attract prey in the dark ocean depths.
 E247610 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: Ceratiidae | Statement: [Lophiiformes, notableFamily, Ceratiidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ceratiidae
Context triple: [Lophiiformes, notableFamily, Ceratiidae]
  • A. Sagittariidae
    Sagittariidae is a small bird family best known for the secretarybird, a distinctive long-legged raptor native to sub-Saharan Africa.
  • B. Sebastidae
    Sebastidae is a family of marine ray-finned fishes commonly known as rockfishes, many of which are long-lived, bottom-dwelling species important in commercial and recreational fisheries.
  • C. Ereuniidae
    Ereuniidae is a small family of marine ray-finned fishes within the order Scorpaeniformes, commonly known for their bottom-dwelling, scorpionfish-like species.
  • D. Pangasiidae
    Pangasiidae is a family of freshwater catfishes native mainly to rivers in South and Southeast Asia, including several species important in aquaculture and food fisheries.
  • E. Certhiidae
    Certhiidae is a family of small, tree-climbing passerine birds known as treecreepers, characterized by their slender downcurved bills and habit of spiraling up tree trunks in search of insects.
  • 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: Ceratiidae
Triple: [Lophiiformes, notableFamily, Ceratiidae]
Generated description
Ceratiidae is a family of deep-sea anglerfishes known for their extreme sexual dimorphism and bioluminescent lures used to attract prey in the dark ocean depths.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ceratiidae
Target entity description: Ceratiidae is a family of deep-sea anglerfishes known for their extreme sexual dimorphism and bioluminescent lures used to attract prey in the dark ocean depths.
  • A. Sagittariidae
    Sagittariidae is a small bird family best known for the secretarybird, a distinctive long-legged raptor native to sub-Saharan Africa.
  • B. Sebastidae
    Sebastidae is a family of marine ray-finned fishes commonly known as rockfishes, many of which are long-lived, bottom-dwelling species important in commercial and recreational fisheries.
  • C. Ereuniidae
    Ereuniidae is a small family of marine ray-finned fishes within the order Scorpaeniformes, commonly known for their bottom-dwelling, scorpionfish-like species.
  • D. Pangasiidae
    Pangasiidae is a family of freshwater catfishes native mainly to rivers in South and Southeast Asia, including several species important in aquaculture and food fisheries.
  • E. Certhiidae
    Certhiidae is a family of small, tree-climbing passerine birds known as treecreepers, characterized by their slender downcurved bills and habit of spiraling up tree trunks in search of insects.
  • 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.