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.