Triple
T9085790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 25th Infantry Division |
E217750
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object |
Operation Junction City
Operation Junction City was a major U.S. Army airborne and ground offensive during the Vietnam War aimed at destroying Viet Cong and North Vietnamese forces and infrastructure in War Zone C near the Cambodian border.
|
E775797
|
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: Operation Junction City | Statement: [25th Infantry Division, notableOperation, Operation Junction City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Junction City Context triple: [25th Infantry Division, notableOperation, Operation Junction City]
-
A.
Operation Prairie
Operation Prairie was a major 1966 U.S. Marine Corps search-and-destroy campaign during the Vietnam War aimed at engaging North Vietnamese forces near the Demilitarized Zone.
-
B.
Operation Wheeler
Operation Wheeler was a U.S. Army combat operation conducted by the 11th Infantry Brigade during the Vietnam War, aimed at engaging and disrupting enemy forces in Quảng Tín Province.
-
C.
Operation Wallowa
Operation Wallowa was a major U.S. Army search-and-destroy campaign during the Vietnam War, conducted primarily in the Que Son Valley to engage and weaken North Vietnamese and Viet Cong forces.
-
D.
Operation Muscatine
Operation Muscatine was a U.S. Army combat operation conducted by the 11th Infantry Brigade in Vietnam during the Vietnam War.
-
E.
Operation Crazy Horse
Operation Crazy Horse was a major 1966 U.S. Army search-and-destroy campaign during the Vietnam War aimed at disrupting Viet Cong and North Vietnamese forces in the Central Highlands.
- 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: Operation Junction City Triple: [25th Infantry Division, notableOperation, Operation Junction City]
Generated description
Operation Junction City was a major U.S. Army airborne and ground offensive during the Vietnam War aimed at destroying Viet Cong and North Vietnamese forces and infrastructure in War Zone C near the Cambodian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Junction City Target entity description: Operation Junction City was a major U.S. Army airborne and ground offensive during the Vietnam War aimed at destroying Viet Cong and North Vietnamese forces and infrastructure in War Zone C near the Cambodian border.
-
A.
Operation Prairie
Operation Prairie was a major 1966 U.S. Marine Corps search-and-destroy campaign during the Vietnam War aimed at engaging North Vietnamese forces near the Demilitarized Zone.
-
B.
Operation Wheeler
Operation Wheeler was a U.S. Army combat operation conducted by the 11th Infantry Brigade during the Vietnam War, aimed at engaging and disrupting enemy forces in Quảng Tín Province.
-
C.
Operation Wallowa
Operation Wallowa was a major U.S. Army search-and-destroy campaign during the Vietnam War, conducted primarily in the Que Son Valley to engage and weaken North Vietnamese and Viet Cong forces.
-
D.
Operation Muscatine
Operation Muscatine was a U.S. Army combat operation conducted by the 11th Infantry Brigade in Vietnam during the Vietnam War.
-
E.
Operation Crazy Horse
Operation Crazy Horse was a major 1966 U.S. Army search-and-destroy campaign during the Vietnam War aimed at disrupting Viet Cong and North Vietnamese forces in the Central Highlands.
- 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_69ca83d7a0388190ba1af89ed7ba36f9 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9654cb3c819089fa8c0ab0841c81 |
completed | April 1, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffe40823481909a5c4b82bd24293a |
completed | April 3, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69d000d5b24481908679dbb92372c4b9 |
completed | April 3, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001692c3481909924615717e316c2 |
completed | April 3, 2026, 6:05 p.m. |
Created at: March 30, 2026, 7:13 p.m.