Triple

T2379677
Position Surface form Disambiguated ID Type / Status
Subject Camp Humphreys E46279 entity
Predicate namedAfter P63 FINISHED
Object Benjamin K. Humphreys (U.S. Army officer)
Benjamin K. Humphreys was a U.S. Army officer whose military service and leadership led to a major American military installation in South Korea being named in his honor.
 E262194 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: Benjamin K. Humphreys (U.S. Army officer) | Statement: [Camp Humphreys, namedAfter, Benjamin K. Humphreys (U.S. Army officer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benjamin K. Humphreys (U.S. Army officer)
Context triple: [Camp Humphreys, namedAfter, Benjamin K. Humphreys (U.S. Army officer)]
  • A. Warden Hal Moores
    Warden Hal Moores is a compassionate and morally conflicted prison warden in Stephen King’s story "The Green Mile," known for his humane treatment of death row inmates.
  • B. Brigadier General William Lee Davidson
    Brigadier General William Lee Davidson was an American Revolutionary War officer from North Carolina who was killed in action in 1781 and later honored as the namesake of Davidson College.
  • C. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • D. Major General George W. Griner Jr.
    Major General George W. Griner Jr. was a senior U.S. Army officer best known for commanding the 27th Infantry Division during World War II.
  • E. Colonel George F. James
    Colonel George F. James was a notable figure in California history whose prominence led to the town of Jamestown being named in his honor.
  • 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: Benjamin K. Humphreys (U.S. Army officer)
Triple: [Camp Humphreys, namedAfter, Benjamin K. Humphreys (U.S. Army officer)]
Generated description
Benjamin K. Humphreys was a U.S. Army officer whose military service and leadership led to a major American military installation in South Korea being named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benjamin K. Humphreys (U.S. Army officer)
Target entity description: Benjamin K. Humphreys was a U.S. Army officer whose military service and leadership led to a major American military installation in South Korea being named in his honor.
  • A. Warden Hal Moores
    Warden Hal Moores is a compassionate and morally conflicted prison warden in Stephen King’s story "The Green Mile," known for his humane treatment of death row inmates.
  • B. Brigadier General William Lee Davidson
    Brigadier General William Lee Davidson was an American Revolutionary War officer from North Carolina who was killed in action in 1781 and later honored as the namesake of Davidson College.
  • C. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • D. Major General George W. Griner Jr.
    Major General George W. Griner Jr. was a senior U.S. Army officer best known for commanding the 27th Infantry Division during World War II.
  • E. Colonel George F. James
    Colonel George F. James was a notable figure in California history whose prominence led to the town of Jamestown being named in his honor.
  • 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7b60c8c819080e4f682e4362a93 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3ccec008190b21c0bf84f8ecd09 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb43a78f88190a152c8fa83823202 completed March 9, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69aeb4a713508190a9b06ba88364d4d4 completed March 9, 2026, 11:53 a.m.
Created at: March 4, 2026, 7:57 p.m.