Triple

T7288369
Position Surface form Disambiguated ID Type / Status
Subject Stargate Atlantis E163931 entity
Predicate creator P184 FINISHED
Object Robert C. Cooper
Robert C. Cooper is a Canadian writer, producer, and director best known for his major creative and executive roles in the Stargate science fiction television franchise.
 E653912 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: Robert C. Cooper | Statement: [Stargate Atlantis, creator, Robert C. Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert C. Cooper
Context triple: [Stargate Atlantis, creator, Robert C. Cooper]
  • A. John M. Clayton
    John M. Clayton was a prominent 19th-century American lawyer and politician who served as U.S. Secretary of State and played a key role in shaping early U.S. foreign policy.
  • B. Thomas W. Knox
    Thomas W. Knox was a 19th-century American journalist and author known for his Civil War reporting and popular travel and adventure books.
  • C. Felix Grundy
    Felix Grundy was a prominent 19th-century American politician and lawyer who served as a U.S. congressman, senator, and Attorney General under President Martin Van Buren.
  • D. Daniel S. Dickinson
    Daniel S. Dickinson was a 19th-century American lawyer, U.S. senator from New York, and prominent Democratic politician known for his staunch Unionist stance during the Civil War era.
  • E. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • 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: Robert C. Cooper
Triple: [Stargate Atlantis, creator, Robert C. Cooper]
Generated description
Robert C. Cooper is a Canadian writer, producer, and director best known for his major creative and executive roles in the Stargate science fiction television franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert C. Cooper
Target entity description: Robert C. Cooper is a Canadian writer, producer, and director best known for his major creative and executive roles in the Stargate science fiction television franchise.
  • A. John M. Clayton
    John M. Clayton was a prominent 19th-century American lawyer and politician who served as U.S. Secretary of State and played a key role in shaping early U.S. foreign policy.
  • B. Thomas W. Knox
    Thomas W. Knox was a 19th-century American journalist and author known for his Civil War reporting and popular travel and adventure books.
  • C. Felix Grundy
    Felix Grundy was a prominent 19th-century American politician and lawyer who served as a U.S. congressman, senator, and Attorney General under President Martin Van Buren.
  • D. Daniel S. Dickinson
    Daniel S. Dickinson was a 19th-century American lawyer, U.S. senator from New York, and prominent Democratic politician known for his staunch Unionist stance during the Civil War era.
  • E. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • 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_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6a73fc8190ae5ce81fd3e46d87 completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db4671e08190874d5e099e883509 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbc1ff0c8190bc7639a74a5d3af3 completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 3 p.m.