Triple

T15291057
Position Surface form Disambiguated ID Type / Status
Subject Eastern Trans-Fly languages E365527 entity
Predicate hasAlternativeName P39 FINISHED
Object Eastern Trans-Fly family
The Eastern Trans-Fly family is a small group of closely related Papuan languages spoken in the Trans-Fly region of southern New Guinea.
 E1147920 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: Eastern Trans-Fly family | Statement: [Eastern Trans-Fly languages, hasAlternativeName, Eastern Trans-Fly family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern Trans-Fly family
Context triple: [Eastern Trans-Fly languages, hasAlternativeName, Eastern Trans-Fly family]
  • A. Flying J
    Flying J is a chain of highway travel centers and truck stops in North America, known for providing fuel, food, and amenities for professional drivers and motorists.
  • B. Hi-Fly
    "Hi-Fly" is a jazz album by pianist and composer Jaki Byard, showcasing his eclectic style and inventive approach to modern jazz.
  • C. Dynasty Flyer
    Dynasty Flyer is the frequent-flyer loyalty program of China Airlines, offering mileage accrual and redemption benefits to its members.
  • D. SoFly and Nius
    SoFly and Nius are a music production duo known for their work in contemporary hip hop and R&B, including contributions to Drake’s early projects.
  • E. The Flyest
    "The Flyest" is a standout collaboration between Nas and AZ known for its smooth production and vivid streetwise lyricism.
  • 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: Eastern Trans-Fly family
Triple: [Eastern Trans-Fly languages, hasAlternativeName, Eastern Trans-Fly family]
Generated description
The Eastern Trans-Fly family is a small group of closely related Papuan languages spoken in the Trans-Fly region of southern New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eastern Trans-Fly family
Target entity description: The Eastern Trans-Fly family is a small group of closely related Papuan languages spoken in the Trans-Fly region of southern New Guinea.
  • A. Flying J
    Flying J is a chain of highway travel centers and truck stops in North America, known for providing fuel, food, and amenities for professional drivers and motorists.
  • B. Hi-Fly
    "Hi-Fly" is a jazz album by pianist and composer Jaki Byard, showcasing his eclectic style and inventive approach to modern jazz.
  • C. Dynasty Flyer
    Dynasty Flyer is the frequent-flyer loyalty program of China Airlines, offering mileage accrual and redemption benefits to its members.
  • D. SoFly and Nius
    SoFly and Nius are a music production duo known for their work in contemporary hip hop and R&B, including contributions to Drake’s early projects.
  • E. The Flyest
    "The Flyest" is a standout collaboration between Nas and AZ known for its smooth production and vivid streetwise lyricism.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03680b60c8190a3ea54a9d34c8105 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69feef7d4da4819080f101c3a525ea11 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef050d1588190942e1d3f3083607a completed May 9, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69fef19d55588190b816d4c37f3a7010 completed May 9, 2026, 8:34 a.m.
Created at: April 10, 2026, 3:15 a.m.