Triple

T8482649
Position Surface form Disambiguated ID Type / Status
Subject Jumper et al., Nature 2021 E200555 entity
Predicate hasAuthor P4244 FINISHED
Object Bernhard Romera-Paredes
Bernhard Romera-Paredes is a machine learning researcher known for his contributions to DeepMind’s work on protein structure prediction, including the development of AlphaFold.
 E736803 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: Bernhard Romera-Paredes | Statement: [Jumper et al., Nature 2021, hasAuthor, Bernhard Romera-Paredes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bernhard Romera-Paredes
Context triple: [Jumper et al., Nature 2021, hasAuthor, Bernhard Romera-Paredes]
  • A. Bruno Loerzer
    Bruno Loerzer was a prominent German First World War fighter ace who later became a high-ranking Luftwaffe general during the Nazi era.
  • B. Carlos Pibernat
    Carlos Pibernat was an architect known for designing the headquarters of Banco de la Nación Argentina, a prominent financial institution in the country.
  • C. Bruno Beger
    Bruno Beger was a German SS anthropologist and war criminal involved in Nazi racial research and atrocities during World War II.
  • D. Heiner Wilmer
    Heiner Wilmer is a German Roman Catholic prelate who serves as the bishop of the Diocese of Hildesheim.
  • E. Pablo Berger
    Pablo Berger is a Spanish film director and screenwriter best known internationally for his acclaimed silent black-and-white film "Blancanieves."
  • 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: Bernhard Romera-Paredes
Triple: [Jumper et al., Nature 2021, hasAuthor, Bernhard Romera-Paredes]
Generated description
Bernhard Romera-Paredes is a machine learning researcher known for his contributions to DeepMind’s work on protein structure prediction, including the development of AlphaFold.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bernhard Romera-Paredes
Target entity description: Bernhard Romera-Paredes is a machine learning researcher known for his contributions to DeepMind’s work on protein structure prediction, including the development of AlphaFold.
  • A. Bruno Loerzer
    Bruno Loerzer was a prominent German First World War fighter ace who later became a high-ranking Luftwaffe general during the Nazi era.
  • B. Carlos Pibernat
    Carlos Pibernat was an architect known for designing the headquarters of Banco de la Nación Argentina, a prominent financial institution in the country.
  • C. Bruno Beger
    Bruno Beger was a German SS anthropologist and war criminal involved in Nazi racial research and atrocities during World War II.
  • D. Heiner Wilmer
    Heiner Wilmer is a German Roman Catholic prelate who serves as the bishop of the Diocese of Hildesheim.
  • E. Pablo Berger
    Pablo Berger is a Spanish film director and screenwriter best known internationally for his acclaimed silent black-and-white film "Blancanieves."
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53638c48190b742fc51d1b4442a completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a2b2e9081909f19712946c6ec20 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b4008a0819096bb44b46f510213 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c000e608190adf1b6499d382529 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:12 p.m.