Triple
T1213729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Kasserine Pass |
E26060
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Lloyd Fredendall
Lloyd Fredendall was a U.S. Army lieutenant general in World War II, best known for his controversial leadership in North Africa that led to his relief from command.
|
E150515
|
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: Lloyd Fredendall | Statement: [Battle of Kasserine Pass, commander, Lloyd Fredendall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lloyd Fredendall Context triple: [Battle of Kasserine Pass, commander, Lloyd Fredendall]
-
A.
Matthew Ridgway
Matthew Ridgway was a highly respected U.S. Army general known for revitalizing United Nations forces and turning the tide during the Korean War.
-
B.
Omar Bradley
Omar Bradley was a highly respected American Army general in World War II who led U.S. ground forces in Western Europe and later became the first Chairman of the Joint Chiefs of Staff.
-
C.
Walton H. Walker
Walton H. Walker was a U.S. Army general best known for his leadership of Eighth Army in the early stages of the Korean War, where he organized the defense that halted North Korean advances.
-
D.
Mark W. Clark
Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
-
E.
James M. Gavin
James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
- 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: Lloyd Fredendall Triple: [Battle of Kasserine Pass, commander, Lloyd Fredendall]
Generated description
Lloyd Fredendall was a U.S. Army lieutenant general in World War II, best known for his controversial leadership in North Africa that led to his relief from command.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lloyd Fredendall Target entity description: Lloyd Fredendall was a U.S. Army lieutenant general in World War II, best known for his controversial leadership in North Africa that led to his relief from command.
-
A.
Matthew Ridgway
Matthew Ridgway was a highly respected U.S. Army general known for revitalizing United Nations forces and turning the tide during the Korean War.
-
B.
Omar Bradley
Omar Bradley was a highly respected American Army general in World War II who led U.S. ground forces in Western Europe and later became the first Chairman of the Joint Chiefs of Staff.
-
C.
Walton H. Walker
Walton H. Walker was a U.S. Army general best known for his leadership of Eighth Army in the early stages of the Korean War, where he organized the defense that halted North Korean advances.
-
D.
Mark W. Clark
Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
-
E.
James M. Gavin
James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
- 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_69a4948331fc8190b531ac9bec71c491 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be024e448190ba263a0cc5cc9cd5 |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbadec0808190a3b43e757e1ddeae |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb5ee684819083f5309dc9771c3a |
completed | March 7, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbfee7e88190b216beef1c862f64 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:46 p.m.