Triple

T7489999
Position Surface form Disambiguated ID Type / Status
Subject loop quantum gravity E176980 entity
Predicate associatedWith P37 FINISHED
Object Thomas Thiemann
Thomas Thiemann is a theoretical physicist known for his pioneering contributions to the mathematical and conceptual foundations of loop quantum gravity.
 E669198 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: Thomas Thiemann | Statement: [loop quantum gravity, associatedWith, Thomas Thiemann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Thiemann
Context triple: [loop quantum gravity, associatedWith, Thomas Thiemann]
  • A. Erich Brandenberger
    Erich Brandenberger was a German Wehrmacht general during World War II who held several high-level field commands on the Eastern and Western Fronts.
  • B. Klaus Blaum
    Klaus Blaum is a German physicist renowned for his pioneering work in precision measurements of atomic and nuclear properties using ion traps.
  • C. Thorsten Kornblum
    Thorsten Kornblum is a German politician who serves as the mayor of the city of Braunschweig.
  • D. Wolfgang Weber
    Wolfgang Weber is a relatively common German personal name shared by multiple individuals across fields such as academia, politics, and the arts.
  • E. Richard Bohringer
    Richard Bohringer is a French actor, filmmaker, and musician known for his intense screen presence and prominent roles in European cinema.
  • 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: Thomas Thiemann
Triple: [loop quantum gravity, associatedWith, Thomas Thiemann]
Generated description
Thomas Thiemann is a theoretical physicist known for his pioneering contributions to the mathematical and conceptual foundations of loop quantum gravity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Thiemann
Target entity description: Thomas Thiemann is a theoretical physicist known for his pioneering contributions to the mathematical and conceptual foundations of loop quantum gravity.
  • A. Erich Brandenberger
    Erich Brandenberger was a German Wehrmacht general during World War II who held several high-level field commands on the Eastern and Western Fronts.
  • B. Klaus Blaum
    Klaus Blaum is a German physicist renowned for his pioneering work in precision measurements of atomic and nuclear properties using ion traps.
  • C. Thorsten Kornblum
    Thorsten Kornblum is a German politician who serves as the mayor of the city of Braunschweig.
  • D. Wolfgang Weber
    Wolfgang Weber is a relatively common German personal name shared by multiple individuals across fields such as academia, politics, and the arts.
  • E. Richard Bohringer
    Richard Bohringer is a French actor, filmmaker, and musician known for his intense screen presence and prominent roles in European cinema.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f55bdb3481908653b46eafba011d completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c71f5748190bdda4cf9b8dfc6ea completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e7b2ab08190a5ecb9b87af067a5 completed March 28, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69c842bad1e8819093bf61d9480dbd22 completed March 28, 2026, 9:06 p.m.
Created at: March 27, 2026, 3:43 p.m.