Triple

T4183559
Position Surface form Disambiguated ID Type / Status
Subject Thomas Marshall E88253 entity
Predicate child P120 FINISHED
Object James Markham Marshall
James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
E445022 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 Markham Marshall | Statement: [Thomas Marshall, child, James Markham Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Markham Marshall
Context triple: [Thomas Marshall, child, James Markham Marshall]
  • A. Charles Henry Marshall
    Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
  • B. Richard Oakes
    Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
  • C. David Marvin Blake
    David Marvin Blake is an American rapper, DJ, and record producer best known by his stage name DJ Quik, a prominent figure in West Coast hip hop.
  • D. Frank Armstrong Crawford
    Frank Armstrong Crawford was a 19th-century American philanthropist best known as the second wife of railroad magnate Cornelius Vanderbilt and a major benefactor of Vanderbilt University.
  • E. Henry Lawrence Kinney
    Henry Lawrence Kinney was a 19th-century American entrepreneur, politician, and adventurer best known for establishing the settlement that became Corpus Christi, Texas.
  • 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 Markham Marshall
Triple: [Thomas Marshall, child, James Markham Marshall]
Generated description
James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Markham Marshall
Target entity description: James Markham Marshall was an American lawyer and jurist who briefly served as a United States federal judge in the early 19th century.
  • A. Charles Henry Marshall
    Charles Henry Marshall was an American businessman and member of New York high society, best known as the first husband of philanthropist and socialite Brooke Astor.
  • B. Richard Oakes
    Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
  • C. David Marvin Blake
    David Marvin Blake is an American rapper, DJ, and record producer best known by his stage name DJ Quik, a prominent figure in West Coast hip hop.
  • D. Frank Armstrong Crawford
    Frank Armstrong Crawford was a 19th-century American philanthropist best known as the second wife of railroad magnate Cornelius Vanderbilt and a major benefactor of Vanderbilt University.
  • E. Henry Lawrence Kinney
    Henry Lawrence Kinney was a 19th-century American entrepreneur, politician, and adventurer best known for establishing the settlement that became Corpus Christi, Texas.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0307a0b481909c7287402a8c78c4 completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6721dcf28819080b6a265152059e9 completed March 15, 2026, 8:47 a.m.
NEDg Description generation batch_69b672b5c10481909641c943dda0632c completed March 15, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69b6732ae3f88190afb2405dc93c7cd4 completed March 15, 2026, 8:51 a.m.
Created at: March 9, 2026, 3:45 p.m.