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.