Triple

T4072738
Position Surface form Disambiguated ID Type / Status
Subject Malaysian Army E86684 entity
Predicate hasSpecialForcesUnit P1198 FINISHED
Object 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.
 E410373 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: 21st Special Service Group | Statement: [Malaysian Army, hasSpecialForcesUnit, 21st Special Service Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 21st Special Service Group
Context triple: [Malaysian Army, hasSpecialForcesUnit, 21st Special Service Group]
  • A. 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.
  • B. 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.
  • C. 22nd Special Air Service Regiment
    The 22nd Special Air Service Regiment is the regular component of the British Army’s elite SAS, specializing in high-risk special operations including counterterrorism, reconnaissance, and covert missions worldwide.
  • D. 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.
  • E. Special Air Service Regiment
    The Special Air Service Regiment is an elite special forces unit of the Australian Army renowned for its expertise in reconnaissance, counter-terrorism, and special operations.
  • 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: 21st Special Service Group
Triple: [Malaysian Army, hasSpecialForcesUnit, 21st Special Service Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 21st Special Service Group
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 22nd Special Air Service Regiment
    The 22nd Special Air Service Regiment is the regular component of the British Army’s elite SAS, specializing in high-risk special operations including counterterrorism, reconnaissance, and covert missions worldwide.
  • D. 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.
  • E. Special Air Service Regiment
    The Special Air Service Regiment is an elite special forces unit of the Australian Army renowned for its expertise in reconnaissance, counter-terrorism, and special operations.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562b99e84819085e1616fb9a61465 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563ced83c81908d7eff6a54b3b66c completed March 14, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69b564893f44819086ffe89101217f53 completed March 14, 2026, 1:37 p.m.
Created at: March 9, 2026, 3:38 p.m.