Triple
T12559388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Restore Hope |
E295300
|
entity |
| Predicate | commandedBy |
P1407
|
FINISHED |
| Object |
Lieutenant General Robert B. Johnston
Lieutenant General Robert B. Johnston was a senior U.S. Marine Corps officer best known for leading American forces during major operations such as the humanitarian intervention in Somalia in the early 1990s.
|
E991534
|
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: Lieutenant General Robert B. Johnston | Statement: [Operation Restore Hope, commandedBy, Lieutenant General Robert B. Johnston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lieutenant General Robert B. Johnston Context triple: [Operation Restore Hope, commandedBy, Lieutenant General Robert B. Johnston]
-
A.
Major General John B. Gordon
Major General John B. Gordon was a prominent Confederate corps commander in the American Civil War, noted for his aggressive leadership in the Eastern Theater and later service as a U.S. senator and governor of Georgia.
-
B.
William N. Pendleton
William N. Pendleton was a Confederate brigadier general and chief of artillery in Robert E. Lee’s Army of Northern Virginia, known for organizing and commanding its artillery forces during the American Civil War.
-
C.
Major General John S. Wood
Major General John S. Wood was a prominent U.S. Army officer in World War II, best known for leading the 4th Armored Division with aggressive, fast-moving tactics that contributed significantly to Allied successes in Europe.
-
D.
Maj. Gen. Edward O. C. Ord
Maj. Gen. Edward O. C. Ord was a Union Army officer and corps commander in the American Civil War, noted for his leadership in the final campaigns that led to the surrender of Confederate forces.
-
E.
Major General John P. Lucas
Major General John P. Lucas was a U.S. Army officer in World War II best known for leading the VI Corps during the Allied landings at Anzio in the Italian Campaign.
- 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: Lieutenant General Robert B. Johnston Triple: [Operation Restore Hope, commandedBy, Lieutenant General Robert B. Johnston]
Generated description
Lieutenant General Robert B. Johnston was a senior U.S. Marine Corps officer best known for leading American forces during major operations such as the humanitarian intervention in Somalia in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lieutenant General Robert B. Johnston Target entity description: Lieutenant General Robert B. Johnston was a senior U.S. Marine Corps officer best known for leading American forces during major operations such as the humanitarian intervention in Somalia in the early 1990s.
-
A.
Major General John B. Gordon
Major General John B. Gordon was a prominent Confederate corps commander in the American Civil War, noted for his aggressive leadership in the Eastern Theater and later service as a U.S. senator and governor of Georgia.
-
B.
William N. Pendleton
William N. Pendleton was a Confederate brigadier general and chief of artillery in Robert E. Lee’s Army of Northern Virginia, known for organizing and commanding its artillery forces during the American Civil War.
-
C.
Major General John S. Wood
Major General John S. Wood was a prominent U.S. Army officer in World War II, best known for leading the 4th Armored Division with aggressive, fast-moving tactics that contributed significantly to Allied successes in Europe.
-
D.
Maj. Gen. Edward O. C. Ord
Maj. Gen. Edward O. C. Ord was a Union Army officer and corps commander in the American Civil War, noted for his leadership in the final campaigns that led to the surrender of Confederate forces.
-
E.
Major General John P. Lucas
Major General John P. Lucas was a U.S. Army officer in World War II best known for leading the VI Corps during the Allied landings at Anzio in the Italian Campaign.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95491d9688190a6b88a939124233e |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6558b307c81909ec5407af013de1d |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f656a6dafc81908acf59c0ba65189a |
completed | May 2, 2026, 7:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65b4d109c8190b48c71f664e7bb3f |
completed | May 2, 2026, 8:15 p.m. |
Created at: April 8, 2026, 11:48 p.m.