Triple
T12369359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bryan Bedford |
E294956
|
entity |
| Predicate | knownAs |
P39
|
FINISHED |
| Object |
Bryan K. Bedford
Bryan K. Bedford is an American airline executive best known for serving as the long-time CEO of Republic Airways Holdings.
|
E1123893
|
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: Bryan K. Bedford | Statement: [Bryan Bedford, knownAs, Bryan K. Bedford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bryan K. Bedford Context triple: [Bryan Bedford, knownAs, Bryan K. Bedford]
-
A.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
B.
Barry K. Carpenter
Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
-
C.
David M. Satterfield
David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
-
D.
Stephen G. Bowen
Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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: Bryan K. Bedford Triple: [Bryan Bedford, knownAs, Bryan K. Bedford]
Generated description
Bryan K. Bedford is an American airline executive best known for serving as the long-time CEO of Republic Airways Holdings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bryan K. Bedford Target entity description: Bryan K. Bedford is an American airline executive best known for serving as the long-time CEO of Republic Airways Holdings.
-
A.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
B.
Barry K. Carpenter
Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
-
C.
David M. Satterfield
David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
-
D.
Stephen G. Bowen
Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa65a608190a1597a49751185a8 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe64e2991c81908f474fe07a6ba10a |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe674ad60c8190a3be185f71983b2f |
completed | May 8, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe67a5c7ec8190b30f190e9416a41c |
completed | May 8, 2026, 10:45 p.m. |
Created at: April 8, 2026, 9:54 p.m.