Triple

T17691460
Position Surface form Disambiguated ID Type / Status
Subject Charles Newman E441036 entity
Predicate memberOf P10 FINISHED
Object Special Service Brigade
The Special Service Brigade was a British Army commando formation in World War II, known for conducting specialized raids and irregular warfare operations against Axis forces.
 E1282127 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: Special Service Brigade | Statement: [Charles Newman, memberOf, Special Service Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Special Service Brigade
Context triple: [Charles Newman, memberOf, Special Service Brigade]
  • A. 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.
  • B. Force Intervention Brigade
    The Force Intervention Brigade is a specialized United Nations peace enforcement unit within MONUSCO in the Democratic Republic of the Congo, mandated to carry out offensive operations against armed groups to help stabilize the region.
  • 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 Forces Group
    The Special Forces Group is an elite Japanese Ground Self-Defense Force unit specializing in counterterrorism, unconventional warfare, and high-risk special operations.
  • E. Special Forces Group
    Special Forces Group is a U.S. Army special operations formation trained for unconventional warfare, foreign internal defense, and other high-risk missions often conducted in small, highly skilled teams.
  • 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: Special Service Brigade
Triple: [Charles Newman, memberOf, Special Service Brigade]
Generated description
The Special Service Brigade was a British Army commando formation in World War II, known for conducting specialized raids and irregular warfare operations against Axis forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Special Service Brigade
Target entity description: The Special Service Brigade was a British Army commando formation in World War II, known for conducting specialized raids and irregular warfare operations against Axis forces.
  • A. 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.
  • B. Force Intervention Brigade
    The Force Intervention Brigade is a specialized United Nations peace enforcement unit within MONUSCO in the Democratic Republic of the Congo, mandated to carry out offensive operations against armed groups to help stabilize the region.
  • 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 Forces Group
    The Special Forces Group is an elite Japanese Ground Self-Defense Force unit specializing in counterterrorism, unconventional warfare, and high-risk special operations.
  • E. Special Forces Group
    Special Forces Group is a U.S. Army special operations formation trained for unconventional warfare, foreign internal defense, and other high-risk missions often conducted in small, highly skilled teams.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47152306c819086d483d87348db5d completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022331e1388190b596c7867f1c5b60 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022661afd88190b57c338973571cb7 completed May 11, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a022705b76481909f77bedfb9d5d30d completed May 11, 2026, 6:59 p.m.
Created at: April 10, 2026, 10:03 a.m.