Triple

T9937804
Position Surface form Disambiguated ID Type / Status
Subject Ayón-Beato–García regular black hole solutions E193999 entity
Predicate introducedBy P513 FINISHED
Object Eloy Ayón-Beato
Eloy Ayón-Beato is a theoretical physicist known for his work on regular black hole solutions in general relativity and nonlinear electrodynamics.
E835684 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: Eloy Ayón-Beato | Statement: [Ayón-Beato–García regular black hole solutions, introducedBy, Eloy Ayón-Beato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eloy Ayón-Beato
Context triple: [Ayón-Beato–García regular black hole solutions, introducedBy, Eloy Ayón-Beato]
  • A. José Manuel Espada
    José Manuel Espada, better known as Joe Espada, is a Puerto Rican former professional baseball player and current Major League Baseball coach and manager.
  • B. Miguel A. Faura
    Miguel A. Faura is a film producer best known for his work on the psychological thriller "Enemy" and other acclaimed independent films.
  • C. Álvaro Gil-Robles
    Álvaro Gil-Robles is a Spanish jurist and human rights advocate who became the inaugural Commissioner for Human Rights of the Council of Europe.
  • D. Julián Ruiz Gabiña
    Julián Ruiz Gabiña was the husband of prominent Spanish communist leader and orator Dolores Ibárruri, known as "La Pasionaria."
  • E. Blas Piñar
    Blas Piñar was a Spanish far-right politician, lawyer, and founder of the ultranationalist party Fuerza Nueva, known for his staunch support of Francoist ideology.
  • 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: Eloy Ayón-Beato
Triple: [Ayón-Beato–García regular black hole solutions, introducedBy, Eloy Ayón-Beato]
Generated description
Eloy Ayón-Beato is a theoretical physicist known for his work on regular black hole solutions in general relativity and nonlinear electrodynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eloy Ayón-Beato
Target entity description: Eloy Ayón-Beato is a theoretical physicist known for his work on regular black hole solutions in general relativity and nonlinear electrodynamics.
  • A. José Manuel Espada
    José Manuel Espada, better known as Joe Espada, is a Puerto Rican former professional baseball player and current Major League Baseball coach and manager.
  • B. Miguel A. Faura
    Miguel A. Faura is a film producer best known for his work on the psychological thriller "Enemy" and other acclaimed independent films.
  • C. Álvaro Gil-Robles
    Álvaro Gil-Robles is a Spanish jurist and human rights advocate who became the inaugural Commissioner for Human Rights of the Council of Europe.
  • D. Julián Ruiz Gabiña
    Julián Ruiz Gabiña was the husband of prominent Spanish communist leader and orator Dolores Ibárruri, known as "La Pasionaria."
  • E. Blas Piñar
    Blas Piñar was a Spanish far-right politician, lawyer, and founder of the ultranationalist party Fuerza Nueva, known for his staunch support of Francoist ideology.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb5e64760819094f599f158d32f33 completed April 2, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d269e28f0081908244f9f469b15ec1 completed April 5, 2026, 1:55 p.m.
NEDg Description generation batch_69d26b3e1b948190a76cf7ad91a1e0a5 completed April 5, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69d26c0c9ee88190867f8531e9ffbf27 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:44 p.m.