Triple

T4240584
Position Surface form Disambiguated ID Type / Status
Subject Campbell Academy E95401 entity
Predicate notableAlumnus P304 FINISHED
Object John Marshall
John Marshall was the fourth Chief Justice of the United States, whose landmark decisions helped define the role of the Supreme Court and strengthen the power of the federal government.
E16606 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: John Marshall | Statement: [Campbell Academy, notableAlumnus, John Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Marshall
Context triple: [Campbell Academy, notableAlumnus, John Marshall]
  • A. John Marshall
    John Marshall was a Scottish sculptor known for his architectural and public works, including prominent sculptures in Edinburgh.
  • B. John Marshall
    John Marshall was a British archaeologist and Director-General of the Archaeological Survey of India who played a key role in uncovering and studying the ancient Indus Valley Civilization.
  • C. John Marshall
    John Marshall was the fourth Chief Justice of the United States, whose landmark opinions, especially in Marbury v. Madison, established the principle of judicial review and greatly strengthened the Supreme Court’s authority.
  • D. John Marshal
    John Marshal was a 12th-century Anglo-Norman nobleman and royal official whose turbulent career and strategic alliances laid the foundations for the prominence of his son, William Marshal, 1st Earl of Pembroke.
  • E. John W. Marshall
    John W. Marshall is an American lawyer and public official best known for serving as Virginia’s Secretary of Public Safety and as the son of U.S. Supreme Court Justice Thurgood Marshall.
  • 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: John Marshall
Triple: [Campbell Academy, notableAlumnus, John Marshall]
Generated description
John Marshall was the fourth Chief Justice of the United States, whose landmark decisions helped define the role of the Supreme Court and strengthen the power of the federal government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Marshall
Target entity description: John Marshall was the fourth Chief Justice of the United States, whose landmark decisions helped define the role of the Supreme Court and strengthen the power of the federal government.
  • A. John Marshall chosen
    John Marshall was the fourth Chief Justice of the United States, whose landmark opinions, especially in Marbury v. Madison, established the principle of judicial review and greatly strengthened the Supreme Court’s authority.
  • B. John Marshall
    John Marshall was a Scottish sculptor known for his architectural and public works, including prominent sculptures in Edinburgh.
  • C. John Marshall
    John Marshall was a British archaeologist and Director-General of the Archaeological Survey of India who played a key role in uncovering and studying the ancient Indus Valley Civilization.
  • D. John Marshal
    John Marshal was a 12th-century Anglo-Norman nobleman and royal official whose turbulent career and strategic alliances laid the foundations for the prominence of his son, William Marshal, 1st Earl of Pembroke.
  • E. John W. Marshall
    John W. Marshall is an American lawyer and public official best known for serving as Virginia’s Secretary of Public Safety and as the son of U.S. Supreme Court Justice Thurgood Marshall.
  • F. None of above.

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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e77fb5c8190b298818acb68ff63 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5db80ab4481908b733572b6286b65 completed March 14, 2026, 10:04 p.m.
NEDg Description generation batch_69b5dc6a97208190b91d784285657bff completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dce749708190b9daf2c192b32de3 completed March 14, 2026, 10:10 p.m.
Created at: March 12, 2026, 11:05 p.m.