Triple

T1584447
Position Surface form Disambiguated ID Type / Status
Subject Aves E34033 entity
Predicate hasSubgroup P747 FINISHED
Object Campephagidae
Campephagidae is a family of small to medium-sized passerine birds, commonly known as cuckooshrikes and trillers, found mainly in Africa, Asia, and Australasia.
E188812 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: Campephagidae | Statement: [Aves, hasSubgroup, Campephagidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Campephagidae
Context triple: [Aves, hasSubgroup, Campephagidae]
  • A. Cuculiformes
    Cuculiformes is an order of birds that includes cuckoos, roadrunners, and anis, known for brood parasitism in many species.
  • B. Dicruridae
    Dicruridae is a family of passerine birds commonly known as drongos, found mainly in Africa, Asia, and Australasia and noted for their glossy plumage, long forked tails, and often aggressive, fearless behavior.
  • C. Cathartidae
    Cathartidae is the family of New World vultures, including condors and related scavenging birds of prey found throughout the Americas.
  • D. Ardeidae
    Ardeidae is a family of long-legged wading birds that includes herons, egrets, and bitterns, commonly found in wetlands worldwide.
  • E. Coraciiformes
    Coraciiformes is an order of brightly colored, often large-headed birds that includes kingfishers, rollers, and bee-eaters, many of which are specialized for catching prey with strong, pointed bills.
  • 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: Campephagidae
Triple: [Aves, hasSubgroup, Campephagidae]
Generated description
Campephagidae is a family of small to medium-sized passerine birds, commonly known as cuckooshrikes and trillers, found mainly in Africa, Asia, and Australasia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Campephagidae
Target entity description: Campephagidae is a family of small to medium-sized passerine birds, commonly known as cuckooshrikes and trillers, found mainly in Africa, Asia, and Australasia.
  • A. Cuculiformes
    Cuculiformes is an order of birds that includes cuckoos, roadrunners, and anis, known for brood parasitism in many species.
  • B. Dicruridae
    Dicruridae is a family of passerine birds commonly known as drongos, found mainly in Africa, Asia, and Australasia and noted for their glossy plumage, long forked tails, and often aggressive, fearless behavior.
  • C. Cathartidae
    Cathartidae is the family of New World vultures, including condors and related scavenging birds of prey found throughout the Americas.
  • D. Ardeidae
    Ardeidae is a family of long-legged wading birds that includes herons, egrets, and bitterns, commonly found in wetlands worldwide.
  • E. Coraciiformes
    Coraciiformes is an order of brightly colored, often large-headed birds that includes kingfishers, rollers, and bee-eaters, many of which are specialized for catching prey with strong, pointed bills.
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908f240708190a76bb642fc6a6f42 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad719f91cc8190aaacaa583098732a completed March 8, 2026, 12:54 p.m.
NEDg Description generation batch_69ad72016c3c8190ac3bd11bab59fdf0 completed March 8, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69ad7277b5f081908a8af047032aa15a completed March 8, 2026, 12:58 p.m.
Created at: March 4, 2026, 7:27 p.m.