Triple
T3110674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Malpass |
E64941
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
David Robert Malpass
David Robert Malpass is an American economist and government official who served as president of the World Bank Group from 2019 to 2023.
|
E336867
|
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 Robert Malpass | Statement: [David Malpass, name, David Robert Malpass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Robert Malpass Context triple: [David Malpass, name, David Robert Malpass]
-
A.
Jesse K. Dubois
Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
-
B.
Andrew D. Martin
Andrew D. Martin is an American political scientist and academic administrator who serves as the chancellor of Washington University in St. Louis.
-
C.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
D.
Timothy Williamson
Timothy Williamson is a prominent contemporary British philosopher known for his influential work in epistemology, metaphysics, and the philosophy of language.
-
E.
Chris Malachowsky
Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
- 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 Robert Malpass Triple: [David Malpass, name, David Robert Malpass]
Generated description
David Robert Malpass is an American economist and government official who served as president of the World Bank Group from 2019 to 2023.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Robert Malpass Target entity description: David Robert Malpass is an American economist and government official who served as president of the World Bank Group from 2019 to 2023.
-
A.
Jesse K. Dubois
Jesse K. Dubois was an Illinois politician and close ally of Abraham Lincoln who served as the state's auditor of public accounts in the mid-19th century.
-
B.
Andrew D. Martin
Andrew D. Martin is an American political scientist and academic administrator who serves as the chancellor of Washington University in St. Louis.
-
C.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
-
D.
Timothy Williamson
Timothy Williamson is a prominent contemporary British philosopher known for his influential work in epistemology, metaphysics, and the philosophy of language.
-
E.
Chris Malachowsky
Chris Malachowsky is an American engineer and entrepreneur best known as a co-founder of NVIDIA, a leading technology company in graphics processing and AI computing.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43954f0819096a96331bf3c53a8 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b261eb2e708190b192574d3f5862e6 |
completed | March 12, 2026, 6:49 a.m. |
| NEDg | Description generation | batch_69b2638b3b2881909563356ea8a9611c |
completed | March 12, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b264fb42e4819084c289235f33b654 |
completed | March 12, 2026, 7:02 a.m. |
Created at: March 8, 2026, 3:04 p.m.