Triple

T16621572
Position Surface form Disambiguated ID Type / Status
Subject Battle of Halfaya Pass E403843 entity
Predicate commander P1061 FINISHED
Object Samuel W. A. Marshall
Samuel W. A. Marshall was a British military officer best known for his leadership role in the North African campaign of World War II, particularly during the fighting at Halfaya Pass.
E1234756 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: Samuel W. A. Marshall | Statement: [Battle of Halfaya Pass, commander, Samuel W. A. Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel W. A. Marshall
Context triple: [Battle of Halfaya Pass, commander, Samuel W. A. Marshall]
  • A. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • B. John B. Randleman
    John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
  • C. Louis W. Hill
    Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
  • D. Samuel E. Wright
    Samuel E. Wright was an American actor and singer best known for voicing Sebastian the crab and performing the Oscar-winning song "Under the Sea" in Disney’s The Little Mermaid.
  • E. Benjamin M. Hill
    Benjamin M. Hill was the husband of influential American cookbook author and editor Janet McKenzie Hill, associated with the early 20th-century domestic science movement.
  • 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: Samuel W. A. Marshall
Triple: [Battle of Halfaya Pass, commander, Samuel W. A. Marshall]
Generated description
Samuel W. A. Marshall was a British military officer best known for his leadership role in the North African campaign of World War II, particularly during the fighting at Halfaya Pass.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel W. A. Marshall
Target entity description: Samuel W. A. Marshall was a British military officer best known for his leadership role in the North African campaign of World War II, particularly during the fighting at Halfaya Pass.
  • A. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • B. John B. Randleman
    John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
  • C. Louis W. Hill
    Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
  • D. Samuel E. Wright
    Samuel E. Wright was an American actor and singer best known for voicing Sebastian the crab and performing the Oscar-winning song "Under the Sea" in Disney’s The Little Mermaid.
  • E. Benjamin M. Hill
    Benjamin M. Hill was the husband of influential American cookbook author and editor Janet McKenzie Hill, associated with the early 20th-century domestic science movement.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754e80ec8190b3c66b33dbc7463c completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b27b88c481909afe9271f70a5c4c completed May 10, 2026, 4:29 p.m.
NEDg Description generation batch_6a00b399786c8190acbd188ab55b1fa0 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b466ecd08190b7b5ee54476631ab completed May 10, 2026, 4:37 p.m.
Created at: April 10, 2026, 5:17 a.m.