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.