Triple
T13891913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything |
E333992
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Mauro Guillén
Mauro Guillén is a Spanish-American sociologist, economist, and business school dean known for his research on globalization, demographic change, and the future of markets.
|
E1149299
|
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: Mauro Guillén | Statement: [2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything, author, Mauro Guillén]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mauro Guillén Context triple: [2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything, author, Mauro Guillén]
-
A.
Jorge Robledo
Jorge Robledo was a 16th-century Spanish conquistador known for exploring and founding several settlements in what is now Colombia.
-
B.
Darío Villalba
Darío Villalba was a Spanish painter and photographer known for his pioneering work in conceptual and figurative art, often blending photographic imagery with experimental painting techniques.
-
C.
Gerardo González
Gerardo González, better known by his ring name Kid Gavilán, was a renowned Cuban professional boxer and world welterweight champion famed for his flashy style and "bolo punch."
-
D.
Guillermo Díaz
Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
-
E.
Jorge Campos
Jorge Campos is a flamboyant former Mexican goalkeeper and forward renowned for his acrobatic style, colorful kits, and key role with both Pumas UNAM and the Mexico national team in the 1990s.
- 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: Mauro Guillén Triple: [2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything, author, Mauro Guillén]
Generated description
Mauro Guillén is a Spanish-American sociologist, economist, and business school dean known for his research on globalization, demographic change, and the future of markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mauro Guillén Target entity description: Mauro Guillén is a Spanish-American sociologist, economist, and business school dean known for his research on globalization, demographic change, and the future of markets.
-
A.
Jorge Robledo
Jorge Robledo was a 16th-century Spanish conquistador known for exploring and founding several settlements in what is now Colombia.
-
B.
Darío Villalba
Darío Villalba was a Spanish painter and photographer known for his pioneering work in conceptual and figurative art, often blending photographic imagery with experimental painting techniques.
-
C.
Gerardo González
Gerardo González, better known by his ring name Kid Gavilán, was a renowned Cuban professional boxer and world welterweight champion famed for his flashy style and "bolo punch."
-
D.
Guillermo Díaz
Guillermo Díaz is an American actor best known for his comedic and character roles in film and television, including his breakout performance in the stoner comedy "Half Baked."
-
E.
Jorge Campos
Jorge Campos is a flamboyant former Mexican goalkeeper and forward renowned for his acrobatic style, colorful kits, and key role with both Pumas UNAM and the Mexico national team in the 1990s.
- 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_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_69fef883f2b88190807d9157e8d45e3c |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fef9b42b94819088e96f301a91ce71 |
completed | May 9, 2026, 9:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefa179c7081908cced4ad780583a3 |
completed | May 9, 2026, 9:10 a.m. |
Created at: April 9, 2026, 10:15 p.m.