Triple

T6366975
Position Surface form Disambiguated ID Type / Status
Subject Gilbert Burns E143251 entity
Predicate madeUFCDebutAgainst P18497 FINISHED
Object Andreas Stahl
Andreas Stahl is a Swedish mixed martial artist who has competed in the UFC’s welterweight division.
E593117 NE FINISHED

How this triple was built (5 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: Andreas Stahl | Statement: [Gilbert Burns, madeUFCDebutAgainst, Andreas Stahl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andreas Stahl
Context triple: [Gilbert Burns, madeUFCDebutAgainst, Andreas Stahl]
  • A. Markus Vogt
    Markus Vogt is an architect known for his work on the design of the Bundesplatz in Switzerland.
  • B. Stephan Sauer
    Stephan Sauer is a notable individual who shares the surname Sauer and is recognized for achievements significant enough to be specifically referenced.
  • C. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • D. Andreas Scholz
    Andreas Scholz is a person known for bearing the surname Scholz, though no widely recognized public profile or specific notable achievements are clearly associated with him from the given information.
  • E. Matthias Ringmann
    Matthias Ringmann was a German humanist scholar and cartographer best known for helping name the continent America through his collaboration on the 1507 Waldseemüller world map.
  • 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: Andreas Stahl
Triple: [Gilbert Burns, madeUFCDebutAgainst, Andreas Stahl]
Generated description
Andreas Stahl is a Swedish mixed martial artist who has competed in the UFC’s welterweight division.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andreas Stahl
Target entity description: Andreas Stahl is a Swedish mixed martial artist who has competed in the UFC’s welterweight division.
  • A. Markus Vogt
    Markus Vogt is an architect known for his work on the design of the Bundesplatz in Switzerland.
  • B. Stephan Sauer
    Stephan Sauer is a notable individual who shares the surname Sauer and is recognized for achievements significant enough to be specifically referenced.
  • C. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • D. Andreas Scholz
    Andreas Scholz is a person known for bearing the surname Scholz, though no widely recognized public profile or specific notable achievements are clearly associated with him from the given information.
  • E. Matthias Ringmann
    Matthias Ringmann was a German humanist scholar and cartographer best known for helping name the continent America through his collaboration on the 1507 Waldseemüller world map.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: madeUFCDebutAgainst
Context triple: [Gilbert Burns, madeUFCDebutAgainst, Andreas Stahl]
  • A. UFCDebutYear
    Indicates the year in which an entity first appeared or made its debut in the UFC.
  • B. facedOpponent chosen
    Indicates that one entity directly confronted or competed against another as an opponent in a contest, conflict, or challenge.
  • C. battleOpponent
    Indicates that two entities are engaged in or designated as opponents in a battle or combat scenario.
  • D. wonChampionshipAgainst
    Indicates that one competitor secured a championship title by defeating another specific opponent.
  • E. combatDebut
    Indicates the event or moment when an entity first participates in combat or a fight.
  • F. None of above.

Provenance (6 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_69c008d8c61081908bcaf61510d881ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06811de2881909ead116117956981 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640b2915481909f3251f9c34e8db2 completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c6449ad6648190ad8c4f6269b10e3e completed March 27, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69c644f623288190b78d057ca85cc3c5 completed March 27, 2026, 8:51 a.m.
PD Predicate disambiguation batch_69c060ee055081908c79a1d151bd74cd completed March 22, 2026, 9:36 p.m.
Created at: March 22, 2026, 4:32 p.m.