Triple

T16948879
Position Surface form Disambiguated ID Type / Status
Subject Vietnam War CIB E411133 entity
Predicate associatedWith P37 FINISHED
Object Special Forces MOS series
The Special Forces MOS series comprises the U.S. Army’s specialized occupational codes for elite Green Beret soldiers trained in unconventional warfare, foreign internal defense, and other high-risk special operations.
E1241655 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 Forces MOS series | Statement: [Vietnam War CIB, associatedWith, Special Forces MOS series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Forces MOS series
Context triple: [Vietnam War CIB, associatedWith, Special Forces MOS series]
  • A. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • B. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • C. Special Operations Forces
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • D. Special Tactics Officers
    Special Tactics Officers are elite U.S. Air Force leaders who plan, direct, and execute special operations missions, integrating air and ground capabilities such as combat control, pararescue, and tactical air support in high-risk environments.
  • E. Special Operations Reserve
    The Special Operations Reserve is a component of Canada's military reserve that provides trained personnel to support special operations missions and units.
  • 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 Forces MOS series
Triple: [Vietnam War CIB, associatedWith, Special Forces MOS series]
Generated description
The Special Forces MOS series comprises the U.S. Army’s specialized occupational codes for elite Green Beret soldiers trained in unconventional warfare, foreign internal defense, and other high-risk special operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Forces MOS series
Target entity description: The Special Forces MOS series comprises the U.S. Army’s specialized occupational codes for elite Green Beret soldiers trained in unconventional warfare, foreign internal defense, and other high-risk special operations.
  • A. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • B. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • C. Special Operations Forces
    Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
  • D. Special Tactics Officers
    Special Tactics Officers are elite U.S. Air Force leaders who plan, direct, and execute special operations missions, integrating air and ground capabilities such as combat control, pararescue, and tactical air support in high-risk environments.
  • E. Special Operations Reserve
    The Special Operations Reserve is a component of Canada's military reserve that provides trained personnel to support special operations missions and units.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb4b1b08190b608d36a209ed6bd completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfeeee948190a5c8904d1f559a28 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0c0ecc48190b88dcb170926bf16 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d194e9e08190bf0c4c0fe3921978 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.