Triple
T14618452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick J. Karch |
E343149
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Marine Corps leadership in Vietnam
U.S. Marine Corps leadership in Vietnam refers to the senior Marine commanders and staff who planned, directed, and oversaw Marine combat and support operations during the Vietnam War.
|
E1110795
|
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: U.S. Marine Corps leadership in Vietnam | Statement: [Frederick J. Karch, partOf, U.S. Marine Corps leadership in Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps leadership in Vietnam Context triple: [Frederick J. Karch, partOf, U.S. Marine Corps leadership in Vietnam]
-
A.
United States Marine Corps in World War II
The United States Marine Corps in World War II was the American naval infantry force that led many of the Pacific Theater’s most pivotal amphibious assaults, including battles such as Guadalcanal, Tarawa, Iwo Jima, and Okinawa.
-
B.
Leadership in the Naval Battle of Guadalcanal
"Leadership in the Naval Battle of Guadalcanal" is a work highlighting Admiral Daniel J. Callaghan’s command decisions and actions during the critical World War II naval engagements around Guadalcanal.
-
C.
ARVN: Life and Death in the South Vietnamese Army
"ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during the Vietnam War.
-
D.
United States Army ground forces in Vietnam
United States Army ground forces in Vietnam were the primary U.S. land combat units deployed during the Vietnam War, conducting large-scale ground operations, counterinsurgency missions, and support roles across South Vietnam.
-
E.
United States Marine Corps in the Pacific
The United States Marine Corps in the Pacific is the forward-deployed component of the Marine Corps responsible for projecting amphibious and expeditionary power, conducting training, and maintaining readiness across the Asia-Pacific region.
- 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: U.S. Marine Corps leadership in Vietnam Triple: [Frederick J. Karch, partOf, U.S. Marine Corps leadership in Vietnam]
Generated description
U.S. Marine Corps leadership in Vietnam refers to the senior Marine commanders and staff who planned, directed, and oversaw Marine combat and support operations during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps leadership in Vietnam Target entity description: U.S. Marine Corps leadership in Vietnam refers to the senior Marine commanders and staff who planned, directed, and oversaw Marine combat and support operations during the Vietnam War.
-
A.
United States Marine Corps in World War II
The United States Marine Corps in World War II was the American naval infantry force that led many of the Pacific Theater’s most pivotal amphibious assaults, including battles such as Guadalcanal, Tarawa, Iwo Jima, and Okinawa.
-
B.
Leadership in the Naval Battle of Guadalcanal
"Leadership in the Naval Battle of Guadalcanal" is a work highlighting Admiral Daniel J. Callaghan’s command decisions and actions during the critical World War II naval engagements around Guadalcanal.
-
C.
ARVN: Life and Death in the South Vietnamese Army
"ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during the Vietnam War.
-
D.
United States Army ground forces in Vietnam
United States Army ground forces in Vietnam were the primary U.S. land combat units deployed during the Vietnam War, conducting large-scale ground operations, counterinsurgency missions, and support roles across South Vietnam.
-
E.
United States Marine Corps in the Pacific
The United States Marine Corps in the Pacific is the forward-deployed component of the Marine Corps responsible for projecting amphibious and expeditionary power, conducting training, and maintaining readiness across the Asia-Pacific region.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46550e48190af45f426f02579bb |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda924c7308190931c03fbac57b0bf |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb234bc1c8190a85c802dfcfa7909 |
completed | May 8, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb36bd50c8190a8af992fe4b12bb6 |
completed | May 8, 2026, 9:57 a.m. |
Created at: April 10, 2026, 1:25 a.m.