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.