Triple
T887273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Vittles |
E19157
|
entity |
| Predicate | commandedBy |
P1407
|
FINISHED |
| Object |
Major General William H. Tunner
Major General William H. Tunner was a U.S. Air Force officer renowned as a pioneering airlift commander, best known for orchestrating large-scale air supply operations such as the Berlin Airlift.
|
E105834
|
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: Major General William H. Tunner | Statement: [Operation Vittles, commandedBy, Major General William H. Tunner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Major General William H. Tunner Context triple: [Operation Vittles, commandedBy, Major General William H. Tunner]
-
A.
Major General Keller E. Rockey
Major General Keller E. Rockey was a senior United States Marine Corps officer best known for leading Marine forces in the Pacific Theater during World War II, including the Battle of Iwo Jima.
-
B.
Major-General George F. Hopkinson
Major-General George F. Hopkinson was a British Army officer and airborne warfare pioneer who led elite paratroop and glider forces during the Second World War.
-
C.
General William L. Shelton
General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
-
D.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
E.
Lieutenant General John F. Sattler
Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
- 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: Major General William H. Tunner Triple: [Operation Vittles, commandedBy, Major General William H. Tunner]
Generated description
Major General William H. Tunner was a U.S. Air Force officer renowned as a pioneering airlift commander, best known for orchestrating large-scale air supply operations such as the Berlin Airlift.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Major General William H. Tunner Target entity description: Major General William H. Tunner was a U.S. Air Force officer renowned as a pioneering airlift commander, best known for orchestrating large-scale air supply operations such as the Berlin Airlift.
-
A.
Major General Keller E. Rockey
Major General Keller E. Rockey was a senior United States Marine Corps officer best known for leading Marine forces in the Pacific Theater during World War II, including the Battle of Iwo Jima.
-
B.
Major-General George F. Hopkinson
Major-General George F. Hopkinson was a British Army officer and airborne warfare pioneer who led elite paratroop and glider forces during the Second World War.
-
C.
General William L. Shelton
General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
-
D.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
E.
Lieutenant General John F. Sattler
Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
- 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_69a4939c32488190a7ccd41cf0abb22b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ace8b8688190ac065f92c017adec |
completed | March 1, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7c021732c8190a3b4020f8e3cb90e |
completed | March 4, 2026, 5:16 a.m. |
| NEDg | Description generation | batch_69a7c0f4bd348190a5c258650a92958a |
completed | March 4, 2026, 5:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c206d5c481908f45fcf9b94eec14 |
completed | March 4, 2026, 5:24 a.m. |
Created at: March 1, 2026, 7:39 p.m.