Triple

T9803393
Position Surface form Disambiguated ID Type / Status
Subject Skhirat Agreement E237894 entity
Predicate facilitatedBy P19387 FINISHED
Object Martin Kobler
Martin Kobler is a German diplomat and former United Nations official known for his roles in conflict mediation and peace processes in regions such as Libya, Iraq, and the Democratic Republic of the Congo.
 E820965 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: Martin Kobler | Statement: [Skhirat Agreement, facilitatedBy, Martin Kobler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Kobler
Context triple: [Skhirat Agreement, facilitatedBy, Martin Kobler]
  • A. Jake Swirbul
    Jake Swirbul was an American aviation pioneer and co-founder of the Grumman Aircraft Engineering Corporation, a major U.S. military and civilian aircraft manufacturer.
  • B. Gary Heidnik
    Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
  • C. Ondrej Pavelec
    Ondrej Pavelec is a Czech former professional ice hockey goaltender best known for his NHL career with the Atlanta Thrashers/Winnipeg Jets and later the New York Rangers.
  • D. Alex Tuch
    Alex Tuch is an American professional ice hockey winger in the NHL known for his size, speed, and scoring ability.
  • E. Marcel Goc
    Marcel Goc is a German former professional ice hockey center who played in the NHL and represented Germany in multiple international tournaments.
  • 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: Martin Kobler
Triple: [Skhirat Agreement, facilitatedBy, Martin Kobler]
Generated description
Martin Kobler is a German diplomat and former United Nations official known for his roles in conflict mediation and peace processes in regions such as Libya, Iraq, and the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Kobler
Target entity description: Martin Kobler is a German diplomat and former United Nations official known for his roles in conflict mediation and peace processes in regions such as Libya, Iraq, and the Democratic Republic of the Congo.
  • A. Jake Swirbul
    Jake Swirbul was an American aviation pioneer and co-founder of the Grumman Aircraft Engineering Corporation, a major U.S. military and civilian aircraft manufacturer.
  • B. Gary Heidnik
    Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
  • C. Ondrej Pavelec
    Ondrej Pavelec is a Czech former professional ice hockey goaltender best known for his NHL career with the Atlanta Thrashers/Winnipeg Jets and later the New York Rangers.
  • D. Alex Tuch
    Alex Tuch is an American professional ice hockey winger in the NHL known for his size, speed, and scoring ability.
  • E. Marcel Goc
    Marcel Goc is a German former professional ice hockey center who played in the NHL and represented Germany in multiple international tournaments.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdab78832481909b184b21a8a46e50 completed April 1, 2026, 11:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4538760819099ba1e392d31a135 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c5162d8081908fd75276ec77a9f5 completed April 5, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69d1c57c587c8190a6e6de9231aea380 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:29 p.m.