Triple
T9260249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Physics, University of Illinois at Urbana–Champaign |
E222556
|
entity |
| Predicate | hasNotableFaculty |
P141
|
FINISHED |
| Object |
Brian DeMarco
Brian DeMarco is an American experimental physicist known for his work on ultracold atomic gases and quantum many-body physics.
|
E793471
|
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: Brian DeMarco | Statement: [Department of Physics, University of Illinois at Urbana–Champaign, hasNotableFaculty, Brian DeMarco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian DeMarco Context triple: [Department of Physics, University of Illinois at Urbana–Champaign, hasNotableFaculty, Brian DeMarco]
-
A.
Chris Dabaldo
Chris Dabaldo is a musician best known as a guitarist for the American rock band Saliva.
-
B.
Jason DeMarco
Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
-
C.
Daniel McDermott
Daniel McDermott is a person notable enough to be recognized as a namesake of the surname McDermott.
-
D.
James Madio
James Madio is an American actor best known for his roles in films like "The Basketball Diaries" and the miniseries "Band of Brothers."
-
E.
Matthew Romano
Matthew Romano is one of the sons of American comedian and actor Ray Romano, known for occasionally appearing with his father in public and media contexts.
- 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: Brian DeMarco Triple: [Department of Physics, University of Illinois at Urbana–Champaign, hasNotableFaculty, Brian DeMarco]
Generated description
Brian DeMarco is an American experimental physicist known for his work on ultracold atomic gases and quantum many-body physics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian DeMarco Target entity description: Brian DeMarco is an American experimental physicist known for his work on ultracold atomic gases and quantum many-body physics.
-
A.
Chris Dabaldo
Chris Dabaldo is a musician best known as a guitarist for the American rock band Saliva.
-
B.
Jason DeMarco
Jason DeMarco is an American television producer and programming executive best known for co-creating and shaping Cartoon Network’s Toonami and Adult Swim blocks.
-
C.
Daniel McDermott
Daniel McDermott is a person notable enough to be recognized as a namesake of the surname McDermott.
-
D.
James Madio
James Madio is an American actor best known for his roles in films like "The Basketball Diaries" and the miniseries "Band of Brothers."
-
E.
Matthew Romano
Matthew Romano is one of the sons of American comedian and actor Ray Romano, known for occasionally appearing with his father in public and media contexts.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd07160e408190be4bd7b757260a0e |
completed | April 1, 2026, 11:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e361a00881909b431dba0db978fd |
completed | April 4, 2026, 10:09 a.m. |
| NEDg | Description generation | batch_69d0e7247b58819080b1e47396c6214e |
completed | April 4, 2026, 10:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e771ef708190b6180ab82859bed1 |
completed | April 4, 2026, 10:26 a.m. |
Created at: March 30, 2026, 7:32 p.m.