Triple

T2183612
Position Surface form Disambiguated ID Type / Status
Subject Neoaves E49100 entity
Predicate contains P35 FINISHED
Object Bucerotiformes
Bucerotiformes is an order of birds that includes hornbills and hoopoes, known for their distinctive long, often curved bills and elaborate cranial structures.
E246340 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: Bucerotiformes | Statement: [Neoaves, contains, Bucerotiformes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bucerotiformes
Context triple: [Neoaves, contains, Bucerotiformes]
  • A. Cuculiformes
    Cuculiformes is an order of birds that includes cuckoos, roadrunners, and anis, known for brood parasitism in many species.
  • B. Recurvirostridae
    Recurvirostridae is a family of long-legged wading birds, including avocets and stilts, known for their slender upcurved bills and preference for shallow wetlands.
  • C. 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.
  • D. Ciconiiformes
    Ciconiiformes is an order of birds that traditionally includes storks and their close relatives, characterized by long legs, long bills, and wading or aquatic lifestyles.
  • E. 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.
  • 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: Bucerotiformes
Triple: [Neoaves, contains, Bucerotiformes]
Generated description
Bucerotiformes is an order of birds that includes hornbills and hoopoes, known for their distinctive long, often curved bills and elaborate cranial structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bucerotiformes
Target entity description: Bucerotiformes is an order of birds that includes hornbills and hoopoes, known for their distinctive long, often curved bills and elaborate cranial structures.
  • A. Cuculiformes
    Cuculiformes is an order of birds that includes cuckoos, roadrunners, and anis, known for brood parasitism in many species.
  • B. Recurvirostridae
    Recurvirostridae is a family of long-legged wading birds, including avocets and stilts, known for their slender upcurved bills and preference for shallow wetlands.
  • C. 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.
  • D. Ciconiiformes
    Ciconiiformes is an order of birds that traditionally includes storks and their close relatives, characterized by long legs, long bills, and wading or aquatic lifestyles.
  • E. 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.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf0e92248190a9449fce4044438a completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae654016a88190a242d43491f0726c completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae6851d44c8190b9df8416d1b7be8d completed March 9, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69ae68ac638c8190adf98ca6144ea6a6 completed March 9, 2026, 6:29 a.m.
Created at: March 4, 2026, 7:45 p.m.