Triple

T16884625
Position Surface form Disambiguated ID Type / Status
Subject 8th Battalion, Royal Australian Regiment E421506 entity
Predicate notableCommander P1197 FINISHED
Object Lieutenant Colonel Keith O’Neill
Lieutenant Colonel Keith O’Neill was an Australian Army officer best known for commanding the 8th Battalion, Royal Australian Regiment during its service in the Vietnam War.
E1238464 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: Lieutenant Colonel Keith O’Neill | Statement: [8th Battalion, Royal Australian Regiment, notableCommander, Lieutenant Colonel Keith O’Neill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel Keith O’Neill
Context triple: [8th Battalion, Royal Australian Regiment, notableCommander, Lieutenant Colonel Keith O’Neill]
  • A. Lt. Col. Stuart Couch
    Lt. Col. Stuart Couch is a U.S. Marine Corps officer and military prosecutor known for refusing to pursue the death penalty against Guantánamo detainee Mohamedou Ould Slahi on ethical grounds, a stance dramatized in the film "The Mauritanian."
  • B. Lt. Col. Kirby Yorke
    Lt. Col. Kirby Yorke is the tough, duty-bound U.S. Cavalry officer played by John Wayne in the 1950 Western film "Rio Grande," where he struggles to balance military obligations with strained family relationships.
  • C. Lt. Col. Grant Casey
    Lt. Col. Grant Casey is a fictional U.S. military officer and covert operative who serves as the central protagonist in the thriller novel "Most Wanted."
  • D. Lieutenant Colonel Mike Scott
    Lieutenant Colonel Mike Scott is a British Army officer best known for leading 2nd Battalion, Scots Guards during the Falklands War, particularly in the Battle of Mount Tumbledown.
  • E. Lt. Col. Ben Gately
    Lt. Col. Ben Gately is a fictional U.S. Army Air Forces officer best known as one of the central characters in the World War II film "Twelve O'Clock High."
  • 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: Lieutenant Colonel Keith O’Neill
Triple: [8th Battalion, Royal Australian Regiment, notableCommander, Lieutenant Colonel Keith O’Neill]
Generated description
Lieutenant Colonel Keith O’Neill was an Australian Army officer best known for commanding the 8th Battalion, Royal Australian Regiment during its service in the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel Keith O’Neill
Target entity description: Lieutenant Colonel Keith O’Neill was an Australian Army officer best known for commanding the 8th Battalion, Royal Australian Regiment during its service in the Vietnam War.
  • A. Lt. Col. Stuart Couch
    Lt. Col. Stuart Couch is a U.S. Marine Corps officer and military prosecutor known for refusing to pursue the death penalty against Guantánamo detainee Mohamedou Ould Slahi on ethical grounds, a stance dramatized in the film "The Mauritanian."
  • B. Lt. Col. Kirby Yorke
    Lt. Col. Kirby Yorke is the tough, duty-bound U.S. Cavalry officer played by John Wayne in the 1950 Western film "Rio Grande," where he struggles to balance military obligations with strained family relationships.
  • C. Lt. Col. Grant Casey
    Lt. Col. Grant Casey is a fictional U.S. military officer and covert operative who serves as the central protagonist in the thriller novel "Most Wanted."
  • D. Lieutenant Colonel Mike Scott
    Lieutenant Colonel Mike Scott is a British Army officer best known for leading 2nd Battalion, Scots Guards during the Falklands War, particularly in the Battle of Mount Tumbledown.
  • E. Lt. Col. Ben Gately
    Lt. Col. Ben Gately is a fictional U.S. Army Air Forces officer best known as one of the central characters in the World War II film "Twelve O'Clock High."
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3bbc00cf8819088a08ddb00cd3c96 completed April 18, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2bcf290819098be9def471e02b8 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c3c25e9481908327bb6646212368 completed May 10, 2026, 5:43 p.m.
NED2 Entity disambiguation (via description) batch_6a00c44e37b48190a62b315ddbbd4ec4 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.