Triple

T4864616
Position Surface form Disambiguated ID Type / Status
Subject Ray W. Bliss Army Health Center E108737 entity
Predicate namedAfter P63 FINISHED
Object Ray W. Bliss
Ray W. Bliss was a prominent American physician and U.S. Army medical officer whose service and leadership in military medicine led to a major Army health center being named in his honor.
 E475620 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: Ray W. Bliss | Statement: [Ray W. Bliss Army Health Center, namedAfter, Ray W. Bliss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray W. Bliss
Context triple: [Ray W. Bliss Army Health Center, namedAfter, Ray W. Bliss]
  • A. Philip J. Davis
    Philip J. Davis was an American mathematician and prolific author known for his influential works on numerical analysis, the history and philosophy of mathematics, and popular mathematical writing.
  • B. John Knill
    John Knill is a distinguished geologist recognized for his significant contributions to the field, as evidenced by honors such as the William Smith Medal.
  • C. David Smith
    David Smith was an influential American sculptor best known for his large-scale abstract steel works that helped redefine modern sculpture in the 20th century.
  • D. David Smith
    David Smith is a Scottish football executive best known for serving as chairman of Ayr United F.C.
  • E. Ken Sallows
    Ken Sallows is an Australian film editor known for his work on numerous feature films and television productions.
  • 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: Ray W. Bliss
Triple: [Ray W. Bliss Army Health Center, namedAfter, Ray W. Bliss]
Generated description
Ray W. Bliss was a prominent American physician and U.S. Army medical officer whose service and leadership in military medicine led to a major Army health center being named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray W. Bliss
Target entity description: Ray W. Bliss was a prominent American physician and U.S. Army medical officer whose service and leadership in military medicine led to a major Army health center being named in his honor.
  • A. Philip J. Davis
    Philip J. Davis was an American mathematician and prolific author known for his influential works on numerical analysis, the history and philosophy of mathematics, and popular mathematical writing.
  • B. John Knill
    John Knill is a distinguished geologist recognized for his significant contributions to the field, as evidenced by honors such as the William Smith Medal.
  • C. David Smith
    David Smith was an influential American sculptor best known for his large-scale abstract steel works that helped redefine modern sculpture in the 20th century.
  • D. David Smith
    David Smith is a Scottish football executive best known for serving as chairman of Ayr United F.C.
  • E. Ken Sallows
    Ken Sallows is an Australian film editor known for his work on numerous feature films and television productions.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7718e48190af4c0d1abfa87795 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cfdb3248190a16a5f3fb97d4950 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be607df6648190be22b5bc0d6531b4 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be611da7c08190b644cfbcb30741fc completed March 21, 2026, 9:13 a.m.
Created at: March 20, 2026, 1:26 p.m.