Triple
T638847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin Graham |
E16685
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
David Dodd
David Dodd was an American economist, Columbia Business School professor, and influential co-author of the classic value investing text "Security Analysis."
|
E232632
|
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: David Dodd | Statement: [Benjamin Graham, coAuthorWith, David Dodd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Dodd Context triple: [Benjamin Graham, coAuthorWith, David Dodd]
-
A.
John A. Wilson
John A. Wilson was a prominent Washington, D.C. politician and public servant, notably serving as chairman of the Council of the District of Columbia.
-
B.
Arthur J. Brown
Arthur J. Brown was a sports team owner best known for owning the New Jersey Americans basketball franchise, a precursor to the Brooklyn Nets in the American Basketball Association.
-
C.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
D.
Edward L. McDonnell
Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
-
E.
John D. Nichols
John D. Nichols is a prominent American businessman and philanthropist whose contributions to the arts and culture sector led to major landmarks being named in his honor.
- 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: David Dodd Triple: [Benjamin Graham, coAuthorWith, David Dodd]
Generated description
David Dodd was an American economist, Columbia Business School professor, and influential co-author of the classic value investing text "Security Analysis."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Dodd Target entity description: David Dodd was an American economist, Columbia Business School professor, and influential co-author of the classic value investing text "Security Analysis."
-
A.
John A. Wilson
John A. Wilson was a prominent Washington, D.C. politician and public servant, notably serving as chairman of the Council of the District of Columbia.
-
B.
Arthur J. Brown
Arthur J. Brown was a sports team owner best known for owning the New Jersey Americans basketball franchise, a precursor to the Brooklyn Nets in the American Basketball Association.
-
C.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
D.
Edward L. McDonnell
Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
-
E.
John D. Nichols
John D. Nichols is a prominent American businessman and philanthropist whose contributions to the arts and culture sector led to major landmarks being named in his honor.
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49f00260081909d1a679182e23d10 |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae26c4077081908dbf36ed274afa58 |
completed | March 9, 2026, 1:47 a.m. |
| NEDg | Description generation | batch_69ae2763b4b08190b733e8342a52f75e |
completed | March 9, 2026, 1:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae27d10bf08190a14fa1ca906646f8 |
completed | March 9, 2026, 1:52 a.m. |
Created at: March 1, 2026, 7:35 p.m.