Triple

T7577016
Position Surface form Disambiguated ID Type / Status
Subject Tyrannoidea E179384 entity
Predicate includes P1393 FINISHED
Object Thamnophilidae
Thamnophilidae is a family of small insectivorous passerine birds commonly known as antbirds, found primarily in the tropical forests of Central and South America.
 E674172 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: Thamnophilidae | Statement: [Tyrannoidea, includes, Thamnophilidae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thamnophilidae
Context triple: [Tyrannoidea, includes, Thamnophilidae]
  • A. Trochilidae
    Trochilidae is the biological family of hummingbirds, a diverse group of small, nectar-feeding birds known for their rapid wingbeats and ability to hover in place.
  • B. Trogonidae
    Trogonidae is a family of brightly colored, arboreal birds found mainly in tropical forests worldwide, including trogons and quetzals.
  • C. Cisticolidae
    Cisticolidae is a family of small, often drab-colored passerine birds commonly known as cisticolas and their allies, found mainly in grasslands and savannas of the Old World tropics and subtropics.
  • D. Aegithalidae
    Aegithalidae is a family of small passerine birds commonly known as long-tailed tits, found across Eurasia and characterized by their tiny size, long tails, and social flocking behavior.
  • E. Emberizidae
    Emberizidae is a family of small passerine birds commonly known as buntings and American sparrows, found across much of the world in open and semi-open habitats.
  • 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: Thamnophilidae
Triple: [Tyrannoidea, includes, Thamnophilidae]
Generated description
Thamnophilidae is a family of small insectivorous passerine birds commonly known as antbirds, found primarily in the tropical forests of Central and South America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thamnophilidae
Target entity description: Thamnophilidae is a family of small insectivorous passerine birds commonly known as antbirds, found primarily in the tropical forests of Central and South America.
  • A. Trochilidae
    Trochilidae is the biological family of hummingbirds, a diverse group of small, nectar-feeding birds known for their rapid wingbeats and ability to hover in place.
  • B. Trogonidae
    Trogonidae is a family of brightly colored, arboreal birds found mainly in tropical forests worldwide, including trogons and quetzals.
  • C. Cisticolidae
    Cisticolidae is a family of small, often drab-colored passerine birds commonly known as cisticolas and their allies, found mainly in grasslands and savannas of the Old World tropics and subtropics.
  • D. Aegithalidae
    Aegithalidae is a family of small passerine birds commonly known as long-tailed tits, found across Eurasia and characterized by their tiny size, long tails, and social flocking behavior.
  • E. Emberizidae
    Emberizidae is a family of small passerine birds commonly known as buntings and American sparrows, found across much of the world in open and semi-open habitats.
  • 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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f94cdbec81909f2ba7ce04e49931 completed March 27, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861673ae48190b86e8023fd02771c completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c861efe5bc81909ea8eb9ddcd7cd82 completed March 28, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69c86259a5888190a6fb6a8564188d54 completed March 28, 2026, 11:20 p.m.
Created at: March 27, 2026, 3:51 p.m.