Triple

T12842502
Position Surface form Disambiguated ID Type / Status
Subject Marine Special Operator Insignia E307084 entity
Predicate wornBy P271 FINISHED
Object Special Operations Officers
Special Operations Officers are elite military leaders trained to plan, coordinate, and execute high-risk special operations missions requiring advanced tactical, technical, and leadership skills.
E432542 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 Operations Officers | Statement: [Marine Special Operator Insignia, wornBy, Special Operations Officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Operations Officers
Context triple: [Marine Special Operator Insignia, wornBy, Special Operations Officers]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Special Operations Force
    Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
  • 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 Operations Officers
Triple: [Marine Special Operator Insignia, wornBy, Special Operations Officers]
Generated description
Special Operations Officers are elite military leaders trained to plan, coordinate, and execute high-risk special operations missions requiring advanced tactical, technical, and leadership skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Operations Officers
Target entity description: Special Operations Officers are elite military leaders trained to plan, coordinate, and execute high-risk special operations missions requiring advanced tactical, technical, and leadership skills.
  • A. Special Tactics Officers chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Special Operations Force
    Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
  • F. None of above.

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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96ff2ab60819085561a3120189985 completed April 10, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b9dc1e48190993430956e0fcfdc completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69ca6358c8190bb076249864f81a8 completed May 3, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69f69dc8b86c81908557fa8538e942de completed May 3, 2026, 12:58 a.m.
Created at: April 9, 2026, 5:35 p.m.