Triple
T1984157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chautauqua Airlines |
E43100
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Robert A. Borom
Robert A. Borom is an American aviation entrepreneur best known as the founder of regional carrier Chautauqua Airlines.
|
E368393
|
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: Robert A. Borom | Statement: [Chautauqua Airlines, foundedBy, Robert A. Borom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Borom Context triple: [Chautauqua Airlines, foundedBy, Robert A. Borom]
-
A.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
B.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
-
C.
Richard F. Natonski
Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
-
D.
Robert A. Burgelman
Robert A. Burgelman is a scholar of strategic management and corporate innovation, known for his influential research on strategy-making processes and long-time professorship at Stanford Graduate School of Business.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- 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: Robert A. Borom Triple: [Chautauqua Airlines, foundedBy, Robert A. Borom]
Generated description
Robert A. Borom is an American aviation entrepreneur best known as the founder of regional carrier Chautauqua Airlines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert A. Borom Target entity description: Robert A. Borom is an American aviation entrepreneur best known as the founder of regional carrier Chautauqua Airlines.
-
A.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
B.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
-
C.
Richard F. Natonski
Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
-
D.
Robert A. Burgelman
Robert A. Burgelman is a scholar of strategic management and corporate innovation, known for his influential research on strategy-making processes and long-time professorship at Stanford Graduate School of Business.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- 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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb820815481908aac6d89b437225b |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38b9e52688190bd9dc7fb17e892f8 |
completed | March 13, 2026, 3:59 a.m. |
| NEDg | Description generation | batch_69b3b30fa650819088654b109d6e9fb9 |
completed | March 13, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3b36664fc81908a084ed2f75af44a |
completed | March 13, 2026, 6:49 a.m. |
Created at: March 4, 2026, 7:37 p.m.