Triple
T5352540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Robarts |
E102610
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Robarts
Robarts is a surname of English origin borne by various notable individuals across fields such as politics, academia, and the arts.
|
E513849
|
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: Robarts | Statement: [Mark Robarts, familyName, Robarts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robarts Context triple: [Mark Robarts, familyName, Robarts]
-
A.
Robarts Library
Robarts Library is the main research library of the University of Toronto, renowned for its massive brutalist architecture and extensive humanities and social sciences collections.
-
B.
Bay College
Bay College is a community college serving the Upper Peninsula region of Michigan, offering two-year degree and certificate programs.
-
C.
Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
-
D.
North Campus, University of Michigan
North Campus at the University of Michigan is a major academic and research hub that houses several of the university’s arts, engineering, and architecture programs in a distinct campus separate from the central Ann Arbor campus.
-
E.
University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
- 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: Robarts Triple: [Mark Robarts, familyName, Robarts]
Generated description
Robarts is a surname of English origin borne by various notable individuals across fields such as politics, academia, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robarts Target entity description: Robarts is a surname of English origin borne by various notable individuals across fields such as politics, academia, and the arts.
-
A.
Robarts Library
Robarts Library is the main research library of the University of Toronto, renowned for its massive brutalist architecture and extensive humanities and social sciences collections.
-
B.
Bay College
Bay College is a community college serving the Upper Peninsula region of Michigan, offering two-year degree and certificate programs.
-
C.
Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
-
D.
North Campus, University of Michigan
North Campus at the University of Michigan is a major academic and research hub that houses several of the university’s arts, engineering, and architecture programs in a distinct campus separate from the central Ann Arbor campus.
-
E.
University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd861327288190b3f2720ce81e0de6 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21d836b081908a5fb4e73397fa44 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf22b24bac8190a679a8663dafc6d2 |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf23fd528881909685671ec73d8f6c |
completed | March 21, 2026, 11:04 p.m. |
Created at: March 20, 2026, 2:01 p.m.