Triple

T15291068
Position Surface form Disambiguated ID Type / Status
Subject Eastern Trans-Fly languages E365527 entity
Predicate hasGlottologName P6521 FINISHED
Object Eastern Trans-Fly
Eastern Trans-Fly is a small family of Papuan languages spoken in the southern lowlands of New Guinea near the border of Papua New Guinea and Indonesia.
 E1147927 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 | Statement: [Eastern Trans-Fly languages, hasGlottologName, Eastern Trans-Fly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern Trans-Fly
Context triple: [Eastern Trans-Fly languages, hasGlottologName, Eastern Trans-Fly]
  • A. The Flyest
    "The Flyest" is a standout collaboration between Nas and AZ known for its smooth production and vivid streetwise lyricism.
  • B. Starflyer 59
    Starflyer 59 is an American indie rock band known for its evolving sound that spans shoegaze, dream pop, and melodic rock, led by songwriter Jason Martin.
  • C. Further to Fly
    "Further to Fly" is a song by Paul Simon from his 1990 album *The Rhythm of the Saints*, noted for its introspective lyrics and rich worldbeat-influenced arrangement.
  • D. Fliptyce
    Fliptyce is a Nigerian music producer best known for crafting hit Afro-pop tracks for prominent artists.
  • E. Fly By II
    "Fly By II" is a track by the English boy band Blue, known as a reworked version of their earlier song "Fly By."
  • 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
Triple: [Eastern Trans-Fly languages, hasGlottologName, Eastern Trans-Fly]
Generated description
Eastern Trans-Fly is a small family of Papuan languages spoken in the southern lowlands of New Guinea near the border of Papua New Guinea and Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eastern Trans-Fly
Target entity description: Eastern Trans-Fly is a small family of Papuan languages spoken in the southern lowlands of New Guinea near the border of Papua New Guinea and Indonesia.
  • A. The Flyest
    "The Flyest" is a standout collaboration between Nas and AZ known for its smooth production and vivid streetwise lyricism.
  • B. Starflyer 59
    Starflyer 59 is an American indie rock band known for its evolving sound that spans shoegaze, dream pop, and melodic rock, led by songwriter Jason Martin.
  • C. Further to Fly
    "Further to Fly" is a song by Paul Simon from his 1990 album *The Rhythm of the Saints*, noted for its introspective lyrics and rich worldbeat-influenced arrangement.
  • D. Fliptyce
    Fliptyce is a Nigerian music producer best known for crafting hit Afro-pop tracks for prominent artists.
  • E. Fly By II
    "Fly By II" is a track by the English boy band Blue, known as a reworked version of their earlier song "Fly By."
  • 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.