Triple

T407739
Position Surface form Disambiguated ID Type / Status
Subject Macon, Georgia, United States E9418 entity
Predicate isBirthplaceOf P1 FINISHED
Object Delta Air Lines predecessor Huff Daland Dusters
Huff Daland Dusters was an early 20th-century American crop-dusting company that evolved into what would become Delta Air Lines.
E13519 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: Delta Air Lines predecessor Huff Daland Dusters | Statement: [Macon, Georgia, United States, isBirthplaceOf, Delta Air Lines predecessor Huff Daland Dusters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Delta Air Lines predecessor Huff Daland Dusters
Context triple: [Macon, Georgia, United States, isBirthplaceOf, Delta Air Lines predecessor Huff Daland Dusters]
  • A. Chautauqua Airlines (historically)
    Chautauqua Airlines was a U.S. regional airline that operated feeder and commuter flights for major carriers under brands such as American Eagle.
  • B. Trans States Airlines (historically)
    Trans States Airlines was a former U.S. regional airline that operated feeder flights for major carriers under brands such as American Eagle.
  • C. American Eagle Airlines (now Envoy Air)
    American Eagle Airlines, now operating as Envoy Air, is a regional airline that conducts feeder flights for American Airlines under the American Eagle brand.
  • D. Huff-Daland Aero Corporation
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • E. Varney Air Lines
    Varney Air Lines was an early U.S. airmail and passenger carrier that became one of the key predecessors of modern United Airlines.
  • 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: Delta Air Lines predecessor Huff Daland Dusters
Triple: [Macon, Georgia, United States, isBirthplaceOf, Delta Air Lines predecessor Huff Daland Dusters]
Generated description
Huff Daland Dusters was an early 20th-century American crop-dusting company that evolved into what would become Delta Air Lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Delta Air Lines predecessor Huff Daland Dusters
Target entity description: Huff Daland Dusters was an early 20th-century American crop-dusting company that evolved into what would become Delta Air Lines.
  • A. Chautauqua Airlines (historically)
    Chautauqua Airlines was a U.S. regional airline that operated feeder and commuter flights for major carriers under brands such as American Eagle.
  • B. Trans States Airlines (historically)
    Trans States Airlines was a former U.S. regional airline that operated feeder flights for major carriers under brands such as American Eagle.
  • C. American Eagle Airlines (now Envoy Air)
    American Eagle Airlines, now operating as Envoy Air, is a regional airline that conducts feeder flights for American Airlines under the American Eagle brand.
  • D. Huff-Daland Aero Corporation chosen
    Huff-Daland Aero Corporation was an early American aircraft manufacturer best known for developing some of the first specialized crop-dusting airplanes in the 1920s.
  • E. Varney Air Lines
    Varney Air Lines was an early U.S. airmail and passenger carrier that became one of the key predecessors of modern United Airlines.
  • F. None of above.

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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecbd766c8190bb8a91605929156a completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f82be88190adadb054e65f3468 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a41442f20c8190953db2d4df6bfb50 completed March 1, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69a414b573748190b65476e3aba914e8 completed March 1, 2026, 10:28 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.