Triple

T5032530
Position Surface form Disambiguated ID Type / Status
Subject National Museum of Health and Medicine E113340 entity
Predicate foundedBy P104 FINISHED
Object U.S. Army Surgeon General William A. Hammond
U.S. Army Surgeon General William A. Hammond was a 19th-century American military physician and medical reformer who modernized the U.S. Army Medical Department and advanced medical research and standards of care.
E487841 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: U.S. Army Surgeon General William A. Hammond | Statement: [National Museum of Health and Medicine, foundedBy, U.S. Army Surgeon General William A. Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Surgeon General William A. Hammond
Context triple: [National Museum of Health and Medicine, foundedBy, U.S. Army Surgeon General William A. Hammond]
  • A. Major Walter Reed
    Major Walter Reed was a U.S. Army physician renowned for leading the team that proved yellow fever is transmitted by mosquitoes, revolutionizing public health and tropical medicine.
  • B. Josiah Gorgas
    Josiah Gorgas was a Confederate general and chief of ordnance during the American Civil War, instrumental in organizing and supplying the Confederate war effort.
  • C. Alvan C. Gillem
    Alvan C. Gillem was a United States Army officer and Civil War veteran who later led federal troops in campaigns against Native American groups in the West.
  • D. Laurence K. Marshall
    Laurence K. Marshall was an American engineer and entrepreneur best known as a co-founder and early leader of the defense and electronics company Raytheon.
  • E. George W. Crile
    George W. Crile was an influential American surgeon and medical researcher known for pioneering surgical techniques and co-founding major medical institutions and organizations in the early 20th century.
  • 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: U.S. Army Surgeon General William A. Hammond
Triple: [National Museum of Health and Medicine, foundedBy, U.S. Army Surgeon General William A. Hammond]
Generated description
U.S. Army Surgeon General William A. Hammond was a 19th-century American military physician and medical reformer who modernized the U.S. Army Medical Department and advanced medical research and standards of care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Surgeon General William A. Hammond
Target entity description: U.S. Army Surgeon General William A. Hammond was a 19th-century American military physician and medical reformer who modernized the U.S. Army Medical Department and advanced medical research and standards of care.
  • A. Major Walter Reed
    Major Walter Reed was a U.S. Army physician renowned for leading the team that proved yellow fever is transmitted by mosquitoes, revolutionizing public health and tropical medicine.
  • B. Josiah Gorgas
    Josiah Gorgas was a Confederate general and chief of ordnance during the American Civil War, instrumental in organizing and supplying the Confederate war effort.
  • C. Alvan C. Gillem
    Alvan C. Gillem was a United States Army officer and Civil War veteran who later led federal troops in campaigns against Native American groups in the West.
  • D. Laurence K. Marshall
    Laurence K. Marshall was an American engineer and entrepreneur best known as a co-founder and early leader of the defense and electronics company Raytheon.
  • E. George W. Crile
    George W. Crile was an influential American surgeon and medical researcher known for pioneering surgical techniques and co-founding major medical institutions and organizations in the early 20th century.
  • 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_69bd443775e48190a646ffbfc4334723 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73b4d1708190aa1fa63104555f8a completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c71b2f081908c5c4c1d9ba1ccf4 completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d5e703c8190bd2324081d052ca1 completed March 21, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69be9dc96d9c819093b2f3706b40e323 completed March 21, 2026, 1:31 p.m.
Created at: March 20, 2026, 1:36 p.m.