Triple

T13979551
Position Surface form Disambiguated ID Type / Status
Subject Battle of Con Thien E336271 entity
Predicate hasPart P35 FINISHED
Object Operation Buffalo
Operation Buffalo was a major U.S. Marine Corps search-and-destroy operation during the Vietnam War, conducted near the Demilitarized Zone in 1967 to counter North Vietnamese forces.
E1072259 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 Buffalo | Statement: [Battle of Con Thien, hasPart, Operation Buffalo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Buffalo
Context triple: [Battle of Con Thien, hasPart, Operation Buffalo]
  • A. Operation Buffalo
    Operation Buffalo is an Australian television miniseries that blends dark comedy and drama to depict the chaos and cover-ups surrounding British nuclear tests at Maralinga in the 1950s.
  • B. Operation Whirlwind
    Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
  • C. Operation Hastings
    Operation Hastings was a major 1966 U.S. Marine Corps offensive during the Vietnam War aimed at blocking North Vietnamese Army forces infiltrating into South Vietnam’s Quang Tri Province.
  • D. Operation Büffel
    Operation Büffel was a 1943 German military withdrawal operation on the Eastern Front, involving a planned retreat and scorched-earth tactics to shorten and consolidate their defensive lines against the Soviet Union.
  • E. Operation Fulcrum
    Operation Fulcrum was a U.S. nuclear weapons test series conducted as part of the broader American nuclear testing program during the Cold War.
  • 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 Buffalo
Triple: [Battle of Con Thien, hasPart, Operation Buffalo]
Generated description
Operation Buffalo was a major U.S. Marine Corps search-and-destroy operation during the Vietnam War, conducted near the Demilitarized Zone in 1967 to counter North Vietnamese forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Buffalo
Target entity description: Operation Buffalo was a major U.S. Marine Corps search-and-destroy operation during the Vietnam War, conducted near the Demilitarized Zone in 1967 to counter North Vietnamese forces.
  • A. Operation Buffalo
    Operation Buffalo is an Australian television miniseries that blends dark comedy and drama to depict the chaos and cover-ups surrounding British nuclear tests at Maralinga in the 1950s.
  • B. Operation Whirlwind
    Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
  • C. Operation Hastings
    Operation Hastings was a major 1966 U.S. Marine Corps offensive during the Vietnam War aimed at blocking North Vietnamese Army forces infiltrating into South Vietnam’s Quang Tri Province.
  • D. Operation Büffel
    Operation Büffel was a 1943 German military withdrawal operation on the Eastern Front, involving a planned retreat and scorched-earth tactics to shorten and consolidate their defensive lines against the Soviet Union.
  • E. Operation Fulcrum
    Operation Fulcrum was a U.S. nuclear weapons test series conducted as part of the broader American nuclear testing program during the Cold War.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e9fc7248190a9f26e253286ac3c completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e3cafc8190a1806a29b2e46ae9 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba74a96b08190a08c51c231e49e5d completed May 6, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fba8585fb08190998d6a005dc0bd31 completed May 6, 2026, 8:45 p.m.
Created at: April 9, 2026, 10:18 p.m.