Triple

T12748682
Position Surface form Disambiguated ID Type / Status
Subject Walcheren 1944 E304674 entity
Predicate commander P1061 FINISHED
Object Robert W. Timmermans
Robert W. Timmermans was a military officer who commanded forces during the 1944 Battle of Walcheren in World War II.
E1029930 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: Robert W. Timmermans | Statement: [Walcheren 1944, commander, Robert W. Timmermans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert W. Timmermans
Context triple: [Walcheren 1944, commander, Robert W. Timmermans]
  • A. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • B. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • C. Michael W. Frerichs
    Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
  • D. Robert S. Denig
    Robert S. Denig is an American Episcopal bishop who served as the diocesan leader of the Episcopal Diocese of Western Massachusetts.
  • E. Timothy L. Pflueger
    Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
  • 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: Robert W. Timmermans
Triple: [Walcheren 1944, commander, Robert W. Timmermans]
Generated description
Robert W. Timmermans was a military officer who commanded forces during the 1944 Battle of Walcheren in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert W. Timmermans
Target entity description: Robert W. Timmermans was a military officer who commanded forces during the 1944 Battle of Walcheren in World War II.
  • A. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • B. Timothy J. Roemer
    Timothy J. Roemer is an American politician and diplomat, a former U.S. congressman from Indiana who later served as U.S. Ambassador to India.
  • C. Michael W. Frerichs
    Michael W. Frerichs is an American Democratic politician who serves as the elected State Treasurer of Illinois, overseeing the state’s investment and financial programs.
  • D. Robert S. Denig
    Robert S. Denig is an American Episcopal bishop who served as the diocesan leader of the Episcopal Diocese of Western Massachusetts.
  • E. Timothy L. Pflueger
    Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96bd58d30819082af4edb4cd0b4ab completed April 10, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f70a18790c8190afea8f946712987c completed May 3, 2026, 8:40 a.m.
NEDg Description generation batch_69f70c000da081909297f3d24666b6a5 completed May 3, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69f70ce60a7081908f9498fcfec98e90 completed May 3, 2026, 8:52 a.m.
Created at: April 9, 2026, 5:27 p.m.