Triple
T12160485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert J. Hodrick |
E289691
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Geert Bekaert
Geert Bekaert is a Belgian economist and finance scholar known for his influential research on international finance, emerging markets, and asset pricing.
|
E965135
|
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: Geert Bekaert | Statement: [Robert J. Hodrick, coAuthor, Geert Bekaert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geert Bekaert Context triple: [Robert J. Hodrick, coAuthor, Geert Bekaert]
-
A.
Egbert Bartholomeusz Kortenaer
Egbert Bartholomeusz Kortenaer was a prominent 17th-century Dutch admiral of the Anglo-Dutch Wars, renowned for his leadership and bravery at sea.
-
B.
Georges Vantongerloo
Georges Vantongerloo was a Belgian abstract artist and sculptor associated with early 20th-century geometric abstraction and the De Stijl movement.
-
C.
Herman Van Springel
Herman Van Springel was a Belgian professional road cyclist renowned as a time-trial specialist and classics contender, notably finishing second in the 1968 Tour de France.
-
D.
Abraham Janssens
Abraham Janssens was a prominent early 17th-century Flemish Baroque painter known for his large-scale religious and mythological works that showed strong Italian and Caravaggesque influences.
-
E.
Geert Bourgeois
Geert Bourgeois is a Belgian Flemish nationalist politician and former Minister-President of Flanders, known as a founding figure and key leader of the New Flemish Alliance (N-VA).
- 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: Geert Bekaert Triple: [Robert J. Hodrick, coAuthor, Geert Bekaert]
Generated description
Geert Bekaert is a Belgian economist and finance scholar known for his influential research on international finance, emerging markets, and asset pricing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geert Bekaert Target entity description: Geert Bekaert is a Belgian economist and finance scholar known for his influential research on international finance, emerging markets, and asset pricing.
-
A.
Egbert Bartholomeusz Kortenaer
Egbert Bartholomeusz Kortenaer was a prominent 17th-century Dutch admiral of the Anglo-Dutch Wars, renowned for his leadership and bravery at sea.
-
B.
Georges Vantongerloo
Georges Vantongerloo was a Belgian abstract artist and sculptor associated with early 20th-century geometric abstraction and the De Stijl movement.
-
C.
Herman Van Springel
Herman Van Springel was a Belgian professional road cyclist renowned as a time-trial specialist and classics contender, notably finishing second in the 1968 Tour de France.
-
D.
Abraham Janssens
Abraham Janssens was a prominent early 17th-century Flemish Baroque painter known for his large-scale religious and mythological works that showed strong Italian and Caravaggesque influences.
-
E.
Geert Bourgeois
Geert Bourgeois is a Belgian Flemish nationalist politician and former Minister-President of Flanders, known as a founding figure and key leader of the New Flemish Alliance (N-VA).
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c395e48190a16e97fd29787a51 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6a0baf0819094e90b7e92b979d4 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f600b7385881909ddb86a1d39ff5d4 |
completed | May 2, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f601e7f3b0819098a2245b9f9316b9 |
completed | May 2, 2026, 1:53 p.m. |
Created at: April 8, 2026, 9:50 p.m.