Triple

T8534578
Position Surface form Disambiguated ID Type / Status
Subject Mary Willis Ambler E202045 entity
Predicate relative P37 FINISHED
Object John Marshall
John Marshall was the fourth Chief Justice of the United States, whose landmark decisions in the early 19th century helped define the powers of the Supreme Court and strengthen 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: [Mary Willis Ambler, relative, John Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Marshall
Context triple: [Mary Willis Ambler, relative, 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 is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
  • D. 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.
  • E. 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.
  • 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: [Mary Willis Ambler, relative, John Marshall]
Generated description
John Marshall was the fourth Chief Justice of the United States, whose landmark decisions in the early 19th century helped define the powers of the Supreme Court and strengthen 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 in the early 19th century helped define the powers of the Supreme Court and strengthen 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 Marshall
    John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
  • E. 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.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a0ccd4819097b41d0dfb1c5018 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce890eb0b48190aa76cc955d00ec18 completed April 2, 2026, 3:19 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:17 p.m.