Triple
T2927114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert H. Smith School of Business |
E78871
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Robert H. Smith
Robert H. Smith was an American real estate developer and philanthropist known for his major contributions to education and cultural institutions, including the University of Maryland.
|
E311099
|
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 H. Smith | Statement: [Robert H. Smith School of Business, namedAfter, Robert H. Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert H. Smith Context triple: [Robert H. Smith School of Business, namedAfter, Robert H. Smith]
-
A.
Ray M. Bowen
Ray M. Bowen is an American engineer and academic leader known for his contributions to engineering education and research administration, which earned him recognition such as the Arthur M. Bueche Award.
-
B.
William J. Usery Jr.
William J. Usery Jr. was a prominent American labor leader and U.S. Secretary of Labor known for his influential role in labor mediation and collective bargaining during the 1970s.
-
C.
John D. Dunning
John D. Dunning was an American film editor best known for his work on classic Hollywood films, including collaborations with major studios during the mid-20th century.
-
D.
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.
-
E.
Peter A. Dowling
Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
- 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 H. Smith Triple: [Robert H. Smith School of Business, namedAfter, Robert H. Smith]
Generated description
Robert H. Smith was an American real estate developer and philanthropist known for his major contributions to education and cultural institutions, including the University of Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert H. Smith Target entity description: Robert H. Smith was an American real estate developer and philanthropist known for his major contributions to education and cultural institutions, including the University of Maryland.
-
A.
Ray M. Bowen
Ray M. Bowen is an American engineer and academic leader known for his contributions to engineering education and research administration, which earned him recognition such as the Arthur M. Bueche Award.
-
B.
William J. Usery Jr.
William J. Usery Jr. was a prominent American labor leader and U.S. Secretary of Labor known for his influential role in labor mediation and collective bargaining during the 1970s.
-
C.
John D. Dunning
John D. Dunning was an American film editor best known for his work on classic Hollywood films, including collaborations with major studios during the mid-20th century.
-
D.
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.
-
E.
Peter A. Dowling
Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97fd89d88190bc7db4b39058ae3a |
completed | March 8, 2026, 3:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b08668a204819082b13e6ce62d5728 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d18f7928819098fba6a23dd40230 |
completed | March 11, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d221ec2481909c9d42f1c0d86b9b |
completed | March 11, 2026, 2:23 a.m. |
Created at: March 8, 2026, 2:55 p.m.