Triple

T9854787
Position Surface form Disambiguated ID Type / Status
Subject Dr. Don Francis (And the Band Played On) E239555 entity
Predicate realWorldCounterpart P86334 FINISHED
Object Don P. Francis
Don P. Francis is an American epidemiologist and public health official known for his pioneering work on HIV/AIDS research and prevention at the Centers for Disease Control and Prevention.
E830478 NE FINISHED

How this triple was built (5 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: Don P. Francis | Statement: [Dr. Don Francis (And the Band Played On), realWorldCounterpart, Don P. Francis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don P. Francis
Context triple: [Dr. Don Francis (And the Band Played On), realWorldCounterpart, Don P. Francis]
  • A. Milton Berlinger
    Milton Berlinger, better known by his stage name Milton Berle, was a pioneering American comedian and actor who became one of television’s first major stars.
  • B. Don Cannon
    Don Cannon is an American hip-hop record producer and DJ known for his influential work with artists like Jeezy, Lil Uzi Vert, and others in the Atlanta rap scene.
  • C. Louis Barron
    Louis Barron was an American electronic music pioneer best known for co-creating the groundbreaking, fully electronic score for the 1956 science fiction film "Forbidden Planet."
  • D. Roger D. Branigin
    Roger D. Branigin was an American lawyer and Democratic politician who served as the 42nd governor of Indiana in the 1960s.
  • E. Barry Wagner
    Barry Wagner is a legendary American arena football wide receiver and defensive back, widely regarded as one of the greatest players in Arena Football League history.
  • 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: Don P. Francis
Triple: [Dr. Don Francis (And the Band Played On), realWorldCounterpart, Don P. Francis]
Generated description
Don P. Francis is an American epidemiologist and public health official known for his pioneering work on HIV/AIDS research and prevention at the Centers for Disease Control and Prevention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don P. Francis
Target entity description: Don P. Francis is an American epidemiologist and public health official known for his pioneering work on HIV/AIDS research and prevention at the Centers for Disease Control and Prevention.
  • A. Milton Berlinger
    Milton Berlinger, better known by his stage name Milton Berle, was a pioneering American comedian and actor who became one of television’s first major stars.
  • B. Don Cannon
    Don Cannon is an American hip-hop record producer and DJ known for his influential work with artists like Jeezy, Lil Uzi Vert, and others in the Atlanta rap scene.
  • C. Louis Barron
    Louis Barron was an American electronic music pioneer best known for co-creating the groundbreaking, fully electronic score for the 1956 science fiction film "Forbidden Planet."
  • D. Roger D. Branigin
    Roger D. Branigin was an American lawyer and Democratic politician who served as the 42nd governor of Indiana in the 1960s.
  • E. Barry Wagner
    Barry Wagner is a legendary American arena football wide receiver and defensive back, widely regarded as one of the greatest players in Arena Football League history.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: realWorldCounterpart
Context triple: [Dr. Don Francis (And the Band Played On), realWorldCounterpart, Don P. Francis]
  • A. characterRealWorldCounterpart chosen
    Indicates that a fictional character is based on, inspired by, or directly corresponds to a specific real-world person.
  • B. influencedByRealWorldConcept
    Indicates that something is shaped, inspired, or determined by an existing concept, phenomenon, or principle from the real world.
  • C. realityStatus
    Indicates the relationship between an entity and its state of existence or authenticity within a given context or world (e.g., real, fictional, hypothetical, simulated).
  • D. hasCounterpart
    Indicates that one entity corresponds to, matches, or serves as an equivalent or parallel version of another entity.
  • E. viewOnReality
    Indicates a subject’s overarching perspective, interpretation, or conceptual stance regarding the nature of reality.
  • F. None of above.

Provenance (6 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2287bbdf88190acd23f9572213e8a completed April 5, 2026, 9:16 a.m.
NEDg Description generation batch_69d22990ef5881908b6a6100d7dcf6e6 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a0cb0808190a6119dc0268c50b9 completed April 5, 2026, 9:23 a.m.
PD Predicate disambiguation batch_69cd03e57cac8190914bb5ae608a6e0e completed April 1, 2026, 11:39 a.m.
Created at: March 30, 2026, 8:34 p.m.