Triple

T5621747
Position Surface form Disambiguated ID Type / Status
Subject Phoenix Program E147620 entity
Predicate hasPart P35 FINISHED
Object Provincial Reconnaissance Units
Provincial Reconnaissance Units were South Vietnamese special police and paramilitary teams, organized and supported by the U.S., that conducted intelligence-driven operations to identify, capture, or kill suspected Viet Cong cadre during the Vietnam War.
E534846 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: Provincial Reconnaissance Units | Statement: [Phoenix Program, hasPart, Provincial Reconnaissance Units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Provincial Reconnaissance Units
Context triple: [Phoenix Program, hasPart, Provincial Reconnaissance Units]
  • A. Royal Pioneer Corps
    The Royal Pioneer Corps was a British Army unit responsible primarily for light engineering, labor, and logistical support tasks, especially during World War II.
  • B. 21st Special Service Group
    The 21st Special Service Group is an elite special operations unit of the Malaysian Army specializing in counter-terrorism, unconventional warfare, and high-risk missions.
  • C. 5307th Composite Unit (Provisional)
    The 5307th Composite Unit (Provisional), better known as Merrill’s Marauders, was a famed U.S. Army long-range penetration special operations unit that conducted deep-penetration jungle warfare in the China-Burma-India Theater during World War II.
  • D. Special Reconnaissance Regiment
    The Special Reconnaissance Regiment is an elite, covert unit of the British Army specializing in intelligence gathering, surveillance, and support to special operations.
  • E. 601 Commando Company
    601 Commando Company is an elite special operations unit of the Argentine Army known for conducting high-risk commando and unconventional warfare missions.
  • 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: Provincial Reconnaissance Units
Triple: [Phoenix Program, hasPart, Provincial Reconnaissance Units]
Generated description
Provincial Reconnaissance Units were South Vietnamese special police and paramilitary teams, organized and supported by the U.S., that conducted intelligence-driven operations to identify, capture, or kill suspected Viet Cong cadre during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Provincial Reconnaissance Units
Target entity description: Provincial Reconnaissance Units were South Vietnamese special police and paramilitary teams, organized and supported by the U.S., that conducted intelligence-driven operations to identify, capture, or kill suspected Viet Cong cadre during the Vietnam War.
  • A. Royal Pioneer Corps
    The Royal Pioneer Corps was a British Army unit responsible primarily for light engineering, labor, and logistical support tasks, especially during World War II.
  • B. 21st Special Service Group
    The 21st Special Service Group is an elite special operations unit of the Malaysian Army specializing in counter-terrorism, unconventional warfare, and high-risk missions.
  • C. 5307th Composite Unit (Provisional)
    The 5307th Composite Unit (Provisional), better known as Merrill’s Marauders, was a famed U.S. Army long-range penetration special operations unit that conducted deep-penetration jungle warfare in the China-Burma-India Theater during World War II.
  • D. Special Reconnaissance Regiment
    The Special Reconnaissance Regiment is an elite, covert unit of the British Army specializing in intelligence gathering, surveillance, and support to special operations.
  • E. 601 Commando Company
    601 Commando Company is an elite special operations unit of the Argentine Army known for conducting high-risk commando and unconventional warfare missions.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c022133eec819086acb04864dde5ee completed March 22, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d59317c8190a4a3b186a46a7249 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e89b7c481908abae227d22cc814 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f41b158819097f9ef536215e248 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:40 p.m.