Triple

T4964677
Position Surface form Disambiguated ID Type / Status
Subject Colorado Mesa University E111492 entity
Predicate president P8 FINISHED
Object John Marshall
John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
E498162 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: [Colorado Mesa University, president, John Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Marshall
Context triple: [Colorado Mesa University, president, John Marshall]
  • A. 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.
  • 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. 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: [Colorado Mesa University, president, John Marshall]
Generated description
John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Marshall
Target entity description: John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
  • A. 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.
  • 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. 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_69bd4419393c819086319a6fe4bf8542 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71f693b48190b3523cd314303cbe completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69becfa8578c8190948a1597ebac3ca6 completed March 21, 2026, 5:04 p.m.
NEDg Description generation batch_69bed17485688190a0666b902e162564 completed March 21, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69bed1cae2cc819088d322c47945581b completed March 21, 2026, 5:13 p.m.
Created at: March 20, 2026, 1:32 p.m.