Triple

T3456902
Position Surface form Disambiguated ID Type / Status
Subject The Chapman Report E72924 entity
Predicate researcherCharacter P28320 FINISHED
Object Dr. George C. Chapman
Dr. George C. Chapman is a fictional research psychologist who leads a controversial study on American women's sexual behavior in Irving Wallace's novel and its film adaptation, "The Chapman Report."
E359766 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: Dr. George C. Chapman | Statement: [The Chapman Report, researcherCharacter, Dr. George C. Chapman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. George C. Chapman
Context triple: [The Chapman Report, researcherCharacter, Dr. George C. Chapman]
  • A. Dr. Robert B. Hayling
    Dr. Robert B. Hayling was a prominent civil rights leader and dentist who played a key role in organizing and leading nonviolent protests against racial segregation in St. Augustine, Florida, during the early 1960s.
  • B. Samuel Lane Loomis
    Samuel Lane Loomis was an American Congregational minister, educator, and author active in the late 19th and early 20th centuries.
  • C. William H. Welch Jr.
    William H. Welch Jr. was an American physician and public health leader best known as a founder of the American Cancer Society, helping to establish organized efforts in cancer education, research, and prevention.
  • D. Dr. Stanley Goodspeed
    Dr. Stanley Goodspeed is the nerdy but resourceful FBI chemical weapons expert portrayed by Nicolas Cage in the action film "The Rock."
  • E. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • 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: Dr. George C. Chapman
Triple: [The Chapman Report, researcherCharacter, Dr. George C. Chapman]
Generated description
Dr. George C. Chapman is a fictional research psychologist who leads a controversial study on American women's sexual behavior in Irving Wallace's novel and its film adaptation, "The Chapman Report."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. George C. Chapman
Target entity description: Dr. George C. Chapman is a fictional research psychologist who leads a controversial study on American women's sexual behavior in Irving Wallace's novel and its film adaptation, "The Chapman Report."
  • A. Dr. Robert B. Hayling
    Dr. Robert B. Hayling was a prominent civil rights leader and dentist who played a key role in organizing and leading nonviolent protests against racial segregation in St. Augustine, Florida, during the early 1960s.
  • B. Samuel Lane Loomis
    Samuel Lane Loomis was an American Congregational minister, educator, and author active in the late 19th and early 20th centuries.
  • C. William H. Welch Jr.
    William H. Welch Jr. was an American physician and public health leader best known as a founder of the American Cancer Society, helping to establish organized efforts in cancer education, research, and prevention.
  • D. Dr. Stanley Goodspeed
    Dr. Stanley Goodspeed is the nerdy but resourceful FBI chemical weapons expert portrayed by Nicolas Cage in the action film "The Rock."
  • E. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: researcherCharacter
Context triple: [The Chapman Report, researcherCharacter, Dr. George C. Chapman]
  • A. researchUser
    Indicates that an entity conducts research on, studies, or investigates a particular user.
  • B. roleInResearch
    Indicates that an entity participates in a research activity with a specified function, position, or responsibility within that research.
  • C. hasResearcher chosen
    Indicates that an entity is associated with or linked to a specific researcher responsible for work, study, or investigation related to it.
  • D. involvedScientist
    Indicates that a scientist participated in, contributed to, or was otherwise actively involved with a specified project, study, or activity.
  • E. typeOfScientist
    Indicates that one entity is a scientist and the other specifies the kind or specialization of that scientist.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbaa9837c8190aafd618c6af3446e completed March 8, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36104a1048190b6fa9f552786a85a completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b364c6c2f881909b72a78123cd445d completed March 13, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b365328b188190b44d8690eaa5b12e completed March 13, 2026, 1:15 a.m.
PD Predicate disambiguation batch_69adae041d588190a84a02bca94adec8 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:16 p.m.