Triple

T7066123
Position Surface form Disambiguated ID Type / Status
Subject Intelligence Support Activity E164355 entity
Predicate hasAlias P455 FINISHED
Object Task Force Orange
Task Force Orange is a highly secretive U.S. Army special operations intelligence unit specializing in advanced surveillance, reconnaissance, and targeting support for elite military forces.
E638594 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 Orange | Statement: [Intelligence Support Activity, hasAlias, Task Force Orange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Task Force Orange
Context triple: [Intelligence Support Activity, hasAlias, Task Force Orange]
  • A. Task Force Barker
    Task Force Barker was a U.S. Army unit in the Vietnam War, most infamous for its role in carrying out the My Lai Massacre in 1968.
  • B. Task Force Green
    Task Force Green is the U.S. Army’s elite counterterrorism and special missions unit more formally known as Delta Force (1st Special Forces Operational Detachment-Delta).
  • C. 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.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support 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: Task Force Orange
Triple: [Intelligence Support Activity, hasAlias, Task Force Orange]
Generated description
Task Force Orange is a highly secretive U.S. Army special operations intelligence unit specializing in advanced surveillance, reconnaissance, and targeting support for elite military forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Task Force Orange
Target entity description: Task Force Orange is a highly secretive U.S. Army special operations intelligence unit specializing in advanced surveillance, reconnaissance, and targeting support for elite military forces.
  • A. Task Force Barker
    Task Force Barker was a U.S. Army unit in the Vietnam War, most infamous for its role in carrying out the My Lai Massacre in 1968.
  • B. Task Force Green
    Task Force Green is the U.S. Army’s elite counterterrorism and special missions unit more formally known as Delta Force (1st Special Forces Operational Detachment-Delta).
  • C. 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.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4a4e7188190aef123ff1a2aa473 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788bd74d88190bf2f52c95404d9bf completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:39 p.m.