Triple

T1035025
Position Surface form Disambiguated ID Type / Status
Subject Operation Gothic Serpent E22340 entity
Predicate involves P1256 FINISHED
Object Task Force Ranger
Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
E128715 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: Task Force Ranger | Statement: [Operation Gothic Serpent, involves, Task Force Ranger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Task Force Ranger
Context triple: [Operation Gothic Serpent, involves, Task Force Ranger]
  • A. Task Force 67
    Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
  • B. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • C. Special Forces Support Group
    The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Joint Task Force One
    Joint Task Force One was a U.S. military command formed after World War II to organize and conduct large-scale nuclear weapons tests in the Pacific.
  • 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: Task Force Ranger
Triple: [Operation Gothic Serpent, involves, Task Force Ranger]
Generated description
Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Task Force Ranger
Target entity description: Task Force Ranger was a U.S. special operations unit composed of elite Army Rangers, Delta Force operators, and other special forces, best known for its role in the 1993 Battle of Mogadishu in Somalia.
  • A. Task Force 67
    Task Force 67 was a U.S. Navy surface combat group in the Pacific Theater of World War II, noted for its involvement in the Guadalcanal campaign and related naval battles.
  • B. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • C. Special Forces Support Group
    The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Joint Task Force One
    Joint Task Force One was a U.S. military command formed after World War II to organize and conduct large-scale nuclear weapons tests in the Pacific.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b814c16c8190ac4d20feecdadbae completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac538495e481908765083404b9c428 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac53fce9a481908466451b5d549b31 completed March 7, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69ac546db5a081909678bbde71ac1abc completed March 7, 2026, 4:38 p.m.
Created at: March 1, 2026, 7:41 p.m.