Triple

T4219320
Position Surface form Disambiguated ID Type / Status
Subject Assistant Secretary of War E94299 entity
Predicate officeHeldBy P537 FINISHED
Object Thomas A. Scott
Thomas A. Scott was a prominent 19th-century American railroad executive and businessman who played a key logistical role for the Union during the Civil War.
E421032 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: Thomas A. Scott | Statement: [Assistant Secretary of War, officeHeldBy, Thomas A. Scott]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas A. Scott
Context triple: [Assistant Secretary of War, officeHeldBy, Thomas A. Scott]
  • A. Henry Villard
    Henry Villard was a 19th-century German-American journalist, railroad magnate, and financier known for his leadership in the development of major U.S. railroads and his role as president of the Northern Pacific Railway.
  • B. Thomas N. Downing
    Thomas N. Downing was an American Democratic congressman from Virginia known for his role in initiating and leading congressional investigations into the assassinations of President John F. Kennedy and Dr. Martin Luther King Jr.
  • C. Peter Cooper
    Peter Cooper was a 19th-century American industrialist, inventor, and philanthropist best known for founding The Cooper Union for the Advancement of Science and Art in New York City.
  • D. Frederick H. Billings
    Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
  • E. Charles T. Yerkes
    Charles T. Yerkes was a wealthy American financier and streetcar magnate of the late 19th and early 20th centuries, best known for funding major astronomical and urban transit projects.
  • 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: Thomas A. Scott
Triple: [Assistant Secretary of War, officeHeldBy, Thomas A. Scott]
Generated description
Thomas A. Scott was a prominent 19th-century American railroad executive and businessman who played a key logistical role for the Union during the Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas A. Scott
Target entity description: Thomas A. Scott was a prominent 19th-century American railroad executive and businessman who played a key logistical role for the Union during the Civil War.
  • A. Henry Villard
    Henry Villard was a 19th-century German-American journalist, railroad magnate, and financier known for his leadership in the development of major U.S. railroads and his role as president of the Northern Pacific Railway.
  • B. Thomas N. Downing
    Thomas N. Downing was an American Democratic congressman from Virginia known for his role in initiating and leading congressional investigations into the assassinations of President John F. Kennedy and Dr. Martin Luther King Jr.
  • C. Peter Cooper
    Peter Cooper was a 19th-century American industrialist, inventor, and philanthropist best known for founding The Cooper Union for the Advancement of Science and Art in New York City.
  • D. Frederick H. Billings
    Frederick H. Billings was a 19th-century American lawyer, financier, and president of the Northern Pacific Railway, known for his role in railroad expansion and conservation efforts in the American West.
  • E. Charles T. Yerkes
    Charles T. Yerkes was a wealthy American financier and streetcar magnate of the late 19th and early 20th centuries, best known for funding major astronomical and urban transit projects.
  • 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_69b3451997e08190851db4a9a588837d completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34e0b2ee08190930600e1e802b325 completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5963d3bd8819086465701f4c6adf5 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b596dbb19c81908080af37ecfe2497 completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b5976663d88190a73a729554e91074 completed March 14, 2026, 5:14 p.m.
Created at: March 12, 2026, 11:04 p.m.