Triple

T1104184
Position Surface form Disambiguated ID Type / Status
Subject First Battle of Fallujah E25449 entity
Predicate commander P1061 FINISHED
Object Richard F. Natonski
Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
 E259843 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: Richard F. Natonski | Statement: [First Battle of Fallujah, commander, Richard F. Natonski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Richard F. Natonski
Context triple: [First Battle of Fallujah, commander, Richard F. Natonski]
  • A. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • B. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • C. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • D. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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: Richard F. Natonski
Triple: [First Battle of Fallujah, commander, Richard F. Natonski]
Generated description
Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Richard F. Natonski
Target entity description: Richard F. Natonski is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during major operations in the Iraq War, including the First Battle of Fallujah.
  • A. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • B. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • C. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • D. Donald J. Kutyna
    Donald J. Kutyna is a U.S. Air Force general and aerospace engineer who served as a key member of the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e1047481909af1cf8df2a01fff completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69aea815a69c8190b5caf24e351bb53a completed March 9, 2026, 10:59 a.m.
NEDg Description generation batch_69aea93ddce88190a268bed11c5a7167 completed March 9, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69aea9b8dff08190a09f0c965dfd6738 completed March 9, 2026, 11:06 a.m.
Created at: March 1, 2026, 7:43 p.m.