Triple

T4559260
Position Surface form Disambiguated ID Type / Status
Subject A Few Good Men E120552 entity
Predicate portrayedBy P1507 FINISHED
Object James Marshall
James Marshall is an American actor best known for his roles in the film "A Few Good Men" and the television series "Twin Peaks."
E452218 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: James Marshall | Statement: [A Few Good Men, portrayedBy, James Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Marshall
Context triple: [A Few Good Men, portrayedBy, James Marshall]
  • A. James W. Marshall
    James W. Marshall was the American carpenter whose 1848 discovery of gold at Sutter’s Mill in California triggered the California Gold Rush.
  • B. Andrew Smith Hallidie
    Andrew Smith Hallidie was a 19th-century engineer and inventor credited with pioneering San Francisco’s cable car system and advancing wire rope technology.
  • C. George C. Yount
    George C. Yount was an early 19th-century American pioneer and settler in California’s Napa Valley, recognized as the first permanent Euro-American resident there and a significant figure in the region’s development.
  • D. John Sutter
    John Sutter was a Swiss-born pioneer and landowner in Mexican and early American California, best known for establishing the agricultural empire around which Sacramento developed and for his connection to the California Gold Rush.
  • E. John Meares
    John Meares was an 18th-century British naval officer and fur trader known for his explorations of the Pacific Northwest coast of North America.
  • 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: James Marshall
Triple: [A Few Good Men, portrayedBy, James Marshall]
Generated description
James Marshall is an American actor best known for his roles in the film "A Few Good Men" and the television series "Twin Peaks."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Marshall
Target entity description: James Marshall is an American actor best known for his roles in the film "A Few Good Men" and the television series "Twin Peaks."
  • A. James W. Marshall
    James W. Marshall was the American carpenter whose 1848 discovery of gold at Sutter’s Mill in California triggered the California Gold Rush.
  • B. Andrew Smith Hallidie
    Andrew Smith Hallidie was a 19th-century engineer and inventor credited with pioneering San Francisco’s cable car system and advancing wire rope technology.
  • C. George C. Yount
    George C. Yount was an early 19th-century American pioneer and settler in California’s Napa Valley, recognized as the first permanent Euro-American resident there and a significant figure in the region’s development.
  • D. John Sutter
    John Sutter was a Swiss-born pioneer and landowner in Mexican and early American California, best known for establishing the agricultural empire around which Sacramento developed and for his connection to the California Gold Rush.
  • E. John Meares
    John Meares was an 18th-century British naval officer and fur trader known for his explorations of the Pacific Northwest coast of North America.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5829cc34819086ad2ae58446502e completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.