Triple

T21624682
Position Surface form Disambiguated ID Type / Status
Subject Battle of Kamdesh E533667 entity
Predicate leadUSOfficer P144823 FINISHED
Object First Lieutenant Andrew Bundermann
First Lieutenant Andrew Bundermann is a U.S. Army officer known for his leadership and heroism during the 2009 Battle of Kamdesh in Afghanistan.
E1494553 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: First Lieutenant Andrew Bundermann | Statement: [Battle of Kamdesh, leadUSOfficer, First Lieutenant Andrew Bundermann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: First Lieutenant Andrew Bundermann
Context triple: [Battle of Kamdesh, leadUSOfficer, First Lieutenant Andrew Bundermann]
  • A. Lieutenant Thomas Glahn
    Lieutenant Thomas Glahn is the introspective, nature-obsessed protagonist of Knut Hamsun’s novel *Pan*, whose turbulent love affairs and retreat into the Norwegian wilderness explore themes of passion, isolation, and psychological complexity.
  • B. First Lieutenant William R. Parnell
    First Lieutenant William R. Parnell was a U.S. Army officer known for his leadership during the Nez Perce War, particularly for commanding troops in key engagements such as the Battle of White Bird Canyon.
  • C. First Lieutenant Jarvis J. Offutt
    First Lieutenant Jarvis J. Offutt was a U.S. Army Air Service pilot from Omaha, Nebraska, who was killed in World War I and later honored as the namesake of Offutt Air Force Base.
  • D. 1st Lieutenant Edward J. Peterson
    1st Lieutenant Edward J. Peterson was a U.S. Air Force officer whose legacy is honored through the naming of Peterson Space Force Base in Colorado.
  • E. Second Lieutenant Benjamin Ralph Kimlau
    Second Lieutenant Benjamin Ralph Kimlau was a Chinese American World War II aviator in the U.S. Army Air Forces who became a symbol of Asian American military service and sacrifice.
  • 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: First Lieutenant Andrew Bundermann
Triple: [Battle of Kamdesh, leadUSOfficer, First Lieutenant Andrew Bundermann]
Generated description
First Lieutenant Andrew Bundermann is a U.S. Army officer known for his leadership and heroism during the 2009 Battle of Kamdesh in Afghanistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: First Lieutenant Andrew Bundermann
Target entity description: First Lieutenant Andrew Bundermann is a U.S. Army officer known for his leadership and heroism during the 2009 Battle of Kamdesh in Afghanistan.
  • A. Lieutenant Thomas Glahn
    Lieutenant Thomas Glahn is the introspective, nature-obsessed protagonist of Knut Hamsun’s novel *Pan*, whose turbulent love affairs and retreat into the Norwegian wilderness explore themes of passion, isolation, and psychological complexity.
  • B. First Lieutenant William R. Parnell
    First Lieutenant William R. Parnell was a U.S. Army officer known for his leadership during the Nez Perce War, particularly for commanding troops in key engagements such as the Battle of White Bird Canyon.
  • C. First Lieutenant Jarvis J. Offutt
    First Lieutenant Jarvis J. Offutt was a U.S. Army Air Service pilot from Omaha, Nebraska, who was killed in World War I and later honored as the namesake of Offutt Air Force Base.
  • D. 1st Lieutenant Edward J. Peterson
    1st Lieutenant Edward J. Peterson was a U.S. Air Force officer whose legacy is honored through the naming of Peterson Space Force Base in Colorado.
  • E. Second Lieutenant Benjamin Ralph Kimlau
    Second Lieutenant Benjamin Ralph Kimlau was a Chinese American World War II aviator in the U.S. Army Air Forces who became a symbol of Asian American military service and sacrifice.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52121c3c8190b9b4d862ed247c71 completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f92ff3881908f6319ef93abf078 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.