Triple
T11570597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Milley |
E274375
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object | Joseph Dunford |
E188656
|
NE FINISHED |
How this triple was built (2 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: Joseph Dunford | Statement: [Mark Milley, predecessor, Joseph Dunford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Dunford Context triple: [Mark Milley, predecessor, Joseph Dunford]
-
A.
General Joseph F. Dunford Jr.
chosen
General Joseph F. Dunford Jr. is a retired United States Marine Corps four-star general who served as Chairman of the Joint Chiefs of Staff and held several key command roles in major U.S. and NATO operations.
-
B.
Michael Mullen
Michael Mullen is a retired United States Navy admiral who served as the 17th Chairman of the Joint Chiefs of Staff, the highest-ranking officer in the U.S. Armed Forces.
-
C.
Mark Milley
Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
-
D.
James N. Mattis
James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
-
E.
George W. Casey Jr.
George W. Casey Jr. is a retired United States Army general who served as the top U.S. commander in Iraq during the mid-2000s and later as the Army Chief of Staff.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88dd543a48190b834abd8e8ae7b65 |
completed | April 10, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713d18ccc8190a63256c3cc1c2f59 |
completed | April 21, 2026, 6:06 a.m. |
Created at: April 8, 2026, 9:37 p.m.