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.