Triple

T16949704
Position Surface form Disambiguated ID Type / Status
Subject United States Army Band E411149 entity
Predicate notableCommander P1197 FINISHED
Object Samuel R. Loboda
Samuel R. Loboda is a distinguished American military bandleader who served as a notable commander of the United States Army Band.
E1250690 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: Samuel R. Loboda | Statement: [United States Army Band, notableCommander, Samuel R. Loboda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel R. Loboda
Context triple: [United States Army Band, notableCommander, Samuel R. Loboda]
  • A. Louis R. Lozowick
    Louis R. Lozowick was a Russian-born American painter and printmaker known for his Precisionist cityscapes and industrial scenes, particularly in lithography.
  • B. Karol J. Bobko
    Karol J. Bobko was an American astronaut and Air Force officer who flew on three Space Shuttle missions and became the first commander of Space Shuttle Atlantis.
  • C. Michael D. Antonovich
    Michael D. Antonovich is an American politician best known for his long tenure on the Los Angeles County Board of Supervisors, where he was influential in regional governance and land-use policy.
  • D. 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.
  • E. Andrew J. Novobilski
    Andrew J. Novobilski is a computer scientist and author known for co-writing influential work on the Objective-C programming language alongside Brad Cox.
  • 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: Samuel R. Loboda
Triple: [United States Army Band, notableCommander, Samuel R. Loboda]
Generated description
Samuel R. Loboda is a distinguished American military bandleader who served as a notable commander of the United States Army Band.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel R. Loboda
Target entity description: Samuel R. Loboda is a distinguished American military bandleader who served as a notable commander of the United States Army Band.
  • A. Louis R. Lozowick
    Louis R. Lozowick was a Russian-born American painter and printmaker known for his Precisionist cityscapes and industrial scenes, particularly in lithography.
  • B. Karol J. Bobko
    Karol J. Bobko was an American astronaut and Air Force officer who flew on three Space Shuttle missions and became the first commander of Space Shuttle Atlantis.
  • C. Michael D. Antonovich
    Michael D. Antonovich is an American politician best known for his long tenure on the Los Angeles County Board of Supervisors, where he was influential in regional governance and land-use policy.
  • D. 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.
  • E. Andrew J. Novobilski
    Andrew J. Novobilski is a computer scientist and author known for co-writing influential work on the Objective-C programming language alongside Brad Cox.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb570b08190ae3385b0cad32668 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139eb7e388190978397aa9176a893 completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013b0a077881909f09e4de8c19d180 completed May 11, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_6a013bb1cde48190aac8aaa55dab68d1 completed May 11, 2026, 2:15 a.m.
Created at: April 10, 2026, 5:31 a.m.