Triple

T22628455
Position Surface form Disambiguated ID Type / Status
Subject Con Thien E558485 entity
Predicate notableEvent P259 FINISHED
Object Operation Hickory
Operation Hickory was a U.S. Marine Corps offensive during the Vietnam War aimed at clearing North Vietnamese forces and fortifications near the Demilitarized Zone around Con Thien in 1967.
E1546324 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 Hickory | Statement: [Con Thien, notableEvent, Operation Hickory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Hickory
Context triple: [Con Thien, notableEvent, Operation Hickory]
  • A. Operation Horseshoe
    Operation Horseshoe is the alleged Serbian military and police plan for the systematic expulsion of ethnic Albanians from Kosovo during the late 1990s conflict.
  • B. Operation Crossbow
    Operation Crossbow was a World War II Allied campaign of intelligence, bombing, and reconnaissance aimed at locating and destroying German V-weapon (V-1 and V-2) research, production, and launch sites.
  • 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 Reckless
    Operation Reckless was a World War II Allied amphibious assault in April 1944 that landed U.S. forces at Hollandia in Dutch New Guinea to seize Japanese airfields and secure a strategic base for further advances in the Pacific.
  • E. Operation Claret
    Operation Claret was a series of covert cross-border military raids conducted by British Commonwealth forces during the Indonesia–Malaysia confrontation in the 1960s.
  • 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 Hickory
Triple: [Con Thien, notableEvent, Operation Hickory]
Generated description
Operation Hickory was a U.S. Marine Corps offensive during the Vietnam War aimed at clearing North Vietnamese forces and fortifications near the Demilitarized Zone around Con Thien in 1967.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Hickory
Target entity description: Operation Hickory was a U.S. Marine Corps offensive during the Vietnam War aimed at clearing North Vietnamese forces and fortifications near the Demilitarized Zone around Con Thien in 1967.
  • A. Operation Horseshoe
    Operation Horseshoe is the alleged Serbian military and police plan for the systematic expulsion of ethnic Albanians from Kosovo during the late 1990s conflict.
  • B. Operation Crossbow
    Operation Crossbow was a World War II Allied campaign of intelligence, bombing, and reconnaissance aimed at locating and destroying German V-weapon (V-1 and V-2) research, production, and launch sites.
  • 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 Reckless
    Operation Reckless was a World War II Allied amphibious assault in April 1944 that landed U.S. forces at Hollandia in Dutch New Guinea to seize Japanese airfields and secure a strategic base for further advances in the Pacific.
  • E. Operation Claret
    Operation Claret was a series of covert cross-border military raids conducted by British Commonwealth forces during the Indonesia–Malaysia confrontation in the 1960s.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3ed1d48190a093013d829901b9 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e093d288190bd46a771227981b8 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4f13b2fc8190807c8dda3733cf53 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 3:02 p.m.