Triple

T10315671
Position Surface form Disambiguated ID Type / Status
Subject Hoplichthyidae E242008 entity
Predicate hasMember P10 FINISHED
Object Hoplichthys
Hoplichthys is a genus of marine ray-finned fishes known commonly as ghost flatheads, found in deep waters of the Indo-Pacific region.
 E857593 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: Hoplichthys | Statement: [Hoplichthyidae, hasMember, Hoplichthys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hoplichthys
Context triple: [Hoplichthyidae, hasMember, Hoplichthys]
  • A. Lepidocephalichthys
    Lepidocephalichthys is a genus of small freshwater loaches native mainly to South and Southeast Asia, known for their elongated bodies and bottom-dwelling habits in slow-moving or standing waters.
  • B. Nemachilichthys
    Nemachilichthys is a genus of small freshwater stone loaches native to South Asia, known for inhabiting fast-flowing streams and rivers.
  • C. Chimarrichthys
    Chimarrichthys is a genus of Asian river catfishes known for their adaptation to fast-flowing, rocky streams.
  • D. Hemibarbus
    Hemibarbus is a genus of freshwater cypriniform fishes native to East Asia, commonly found in rivers and streams.
  • E. Kaupichthys
    Kaupichthys is a genus of small, slender moray-like eels found in tropical and subtropical marine waters.
  • 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: Hoplichthys
Triple: [Hoplichthyidae, hasMember, Hoplichthys]
Generated description
Hoplichthys is a genus of marine ray-finned fishes known commonly as ghost flatheads, found in deep waters of the Indo-Pacific region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hoplichthys
Target entity description: Hoplichthys is a genus of marine ray-finned fishes known commonly as ghost flatheads, found in deep waters of the Indo-Pacific region.
  • A. Lepidocephalichthys
    Lepidocephalichthys is a genus of small freshwater loaches native mainly to South and Southeast Asia, known for their elongated bodies and bottom-dwelling habits in slow-moving or standing waters.
  • B. Nemachilichthys
    Nemachilichthys is a genus of small freshwater stone loaches native to South Asia, known for inhabiting fast-flowing streams and rivers.
  • C. Chimarrichthys
    Chimarrichthys is a genus of Asian river catfishes known for their adaptation to fast-flowing, rocky streams.
  • D. Hemibarbus
    Hemibarbus is a genus of freshwater cypriniform fishes native to East Asia, commonly found in rivers and streams.
  • E. Kaupichthys
    Kaupichthys is a genus of small, slender moray-like eels found in tropical and subtropical marine waters.
  • 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_69d381ac38808190a8ca7457c85b625b completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d35c39148190ab2622a2204aca3b completed April 7, 2026, 9:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69d75036ed008190aee48695ad7f857d completed April 9, 2026, 7:07 a.m.
NEDg Description generation batch_69d7618b0f2481908149596dc86d4593 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77015ae688190870976309e2b912b completed April 9, 2026, 9:23 a.m.
Created at: April 6, 2026, 11:48 a.m.