Triple
T17444508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robots and Jobs: Evidence from US Labor Markets |
E424745
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Pascual Restrepo |
—
|
NE NERFINISHED |
How this triple was built (3 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: Pascual Restrepo | Statement: [Robots and Jobs: Evidence from US Labor Markets, author, Pascual Restrepo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pascual Restrepo Context triple: [Robots and Jobs: Evidence from US Labor Markets, author, Pascual Restrepo]
-
A.
Alfonso Villegas Restrepo
Alfonso Villegas Restrepo was a Colombian journalist and publisher best known as the founder of the influential newspaper El Tiempo.
-
B.
Juan Luis Londoño Arias
Juan Luis Londoño Arias is the Colombian reggaeton and Latin pop singer and songwriter globally known by his stage name Maluma.
-
C.
Joaquín Mosquera
Joaquín Mosquera was a 19th-century Colombian politician and statesman who briefly served as President of Gran Colombia and later of New Granada.
-
D.
Eduardo Pinzón
Eduardo Pinzón is a person notable enough to be recognized as a bearer of the surname Pinzón, though specific widely known public details about him are not clearly established.
-
E.
Luis Fernando Ochoa
Luis Fernando Ochoa is a Colombian music producer and songwriter best known for his extensive work shaping Shakira’s early sound and Latin pop hits.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pascual Restrepo Target entity description: Pascual Restrepo is an economist known for his research on the impacts of automation and robotics on labor markets and employment.
-
A.
Alfonso Villegas Restrepo
Alfonso Villegas Restrepo was a Colombian journalist and publisher best known as the founder of the influential newspaper El Tiempo.
-
B.
Juan Luis Londoño Arias
Juan Luis Londoño Arias is the Colombian reggaeton and Latin pop singer and songwriter globally known by his stage name Maluma.
-
C.
Joaquín Mosquera
Joaquín Mosquera was a 19th-century Colombian politician and statesman who briefly served as President of Gran Colombia and later of New Granada.
-
D.
Eduardo Pinzón
Eduardo Pinzón is a person notable enough to be recognized as a bearer of the surname Pinzón, though specific widely known public details about him are not clearly established.
-
E.
Luis Fernando Ochoa
Luis Fernando Ochoa is a Colombian music producer and songwriter best known for his extensive work shaping Shakira’s early sound and Latin pop hits.
- F. None of above. chosen
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.