Triple
T13891985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Global Turning Points |
E333994
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Mauro F. Guillén |
E66219
|
NE FINISHED |
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: Mauro F. Guillén | Statement: [Global Turning Points, author, Mauro F. Guillén]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mauro F. Guillén Context triple: [Global Turning Points, author, Mauro F. Guillén]
-
A.
Mauro F. Guillén
chosen
Mauro F. Guillén is a Spanish-American sociologist and management scholar known for his work on globalization, economic sociology, and future trends, and for holding prominent academic leadership roles at top business schools.
-
B.
Humberto Munoz-Flores
Humberto Munoz-Flores was the criminal defendant whose challenge to a federal statute’s constitutionality led to the U.S. Supreme Court case United States v. Munoz-Flores.
-
C.
Jorge I. Domínguez
Jorge I. Domínguez is a Cuban-American political scientist and leading scholar of Latin American politics and U.S.–Latin America relations.
-
D.
Tomás D. Morales
Tomás D. Morales is an American academic administrator who serves as the president of California State University, San Bernardino, leading the institution’s strategic and educational initiatives.
-
E.
Jorge A. Jimenez
Jorge A. Jimenez is an actor known for his role in the action drama film "Mercury Plains."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a537d4819093c2bae2a244816a |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b2e59e88190b58fdf9d9643aef9 |
completed | May 9, 2026, 10:23 a.m. |
Created at: April 9, 2026, 10:15 p.m.