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.