Triple
T17444588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demographics and Automation |
E424747
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Pascal Restrepo |
—
|
NE NERFINISHED |
How this triple was built (2 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: Pascal Restrepo | Statement: [Demographics and Automation, author, Pascal Restrepo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pascal Restrepo Context triple: [Demographics and Automation, author, Pascal Restrepo]
-
A.
Pascal Restrepo
chosen
Pascal Restrepo is an economist known for his research on automation, labor markets, and technological change, often in collaboration with Daron Acemoglu.
-
B.
Pascual Restrepo
Pascual Restrepo is an economist known for his research on the impacts of automation and robotics on labor markets and employment.
-
C.
Hernán Darío Gómez
Hernán Darío Gómez is a Colombian football manager and former player best known for coaching multiple national teams, including Colombia, Ecuador, and Panama, at FIFA World Cups.
-
D.
Jorge Campuzano
Jorge Campuzano was a Mexican architect best known for co-designing Mexico City’s iconic National Museum of Anthropology, a landmark of modernist museum architecture.
-
E.
Fabio Ochoa Vásquez
Fabio Ochoa Vásquez is a Colombian drug trafficker best known as a leading member of the Medellín Cartel and one of the infamous Ochoa brothers involved in large-scale cocaine smuggling.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889db0ba481908402409af3b37917 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e44ffa2d84819086474649eba1065c |
completed | April 19, 2026, 3:46 a.m. |
Created at: April 10, 2026, 5:47 a.m.