Triple
T9452300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Panera Bread |
E227921
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ron Shaich
Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
|
E801301
|
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: Ron Shaich | Statement: [Panera Bread, foundedBy, Ron Shaich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Shaich Context triple: [Panera Bread, foundedBy, Ron Shaich]
-
A.
Mike Mitchell
Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
-
B.
Jim Kripps
Jim Kripps is a fictional character appearing in the work titled "The Silence."
-
C.
Michael J. McCulley
Michael J. McCulley is a former NASA astronaut and U.S. Navy submariner who served as the pilot of the Space Shuttle Atlantis on the STS-34 mission.
-
D.
Craig L. Thomas
Craig L. Thomas was a U.S. Senator from Wyoming known for his work on public lands, conservation, and Western issues.
-
E.
Clint Buchanan
Clint Buchanan is a central fictional character on the American soap opera "One Life to Live," known as a powerful member of the Buchanan family and a longtime figure in the show's dramatic storylines.
- 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: Ron Shaich Triple: [Panera Bread, foundedBy, Ron Shaich]
Generated description
Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ron Shaich Target entity description: Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
-
A.
Mike Mitchell
Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
-
B.
Jim Kripps
Jim Kripps is a fictional character appearing in the work titled "The Silence."
-
C.
Michael J. McCulley
Michael J. McCulley is a former NASA astronaut and U.S. Navy submariner who served as the pilot of the Space Shuttle Atlantis on the STS-34 mission.
-
D.
Craig L. Thomas
Craig L. Thomas was a U.S. Senator from Wyoming known for his work on public lands, conservation, and Western issues.
-
E.
Clint Buchanan
Clint Buchanan is a central fictional character on the American soap opera "One Life to Live," known as a powerful member of the Buchanan family and a longtime figure in the show's dramatic storylines.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f68f9b081908bee041d4fc77e57 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12272a2dc8190892a22db0799b6a4 |
completed | April 4, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:52 p.m.