Triple

T227639
Position Surface form Disambiguated ID Type / Status
Subject 160th Special Operations Aviation Regiment E4345 entity
Predicate nickname P55 FINISHED
Object Night Stalkers
Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
E29149 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: Night Stalkers | Statement: [160th Special Operations Aviation Regiment, nickname, Night Stalkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Night Stalkers
Context triple: [160th Special Operations Aviation Regiment, nickname, Night Stalkers]
  • A. Terminus
    Terminus was the original 19th-century name for the settlement that later became the city of Atlanta, Georgia.
  • B. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • C. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • D. Ranger Creed
    The Ranger Creed is the guiding ethos and warrior code that defines the values, discipline, and combat mindset of United States Army Rangers.
  • E. Mystic Massacre
    Mystic Massacre was a pivotal and brutal 1637 attack during the Pequot War in which English colonists and their Native allies destroyed a fortified Pequot village, killing hundreds and effectively breaking Pequot resistance in New England.
  • 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: Night Stalkers
Triple: [160th Special Operations Aviation Regiment, nickname, Night Stalkers]
Generated description
Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Night Stalkers
Target entity description: Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
  • A. Terminus
    Terminus was the original 19th-century name for the settlement that later became the city of Atlanta, Georgia.
  • B. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • C. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • D. Ranger Creed
    The Ranger Creed is the guiding ethos and warrior code that defines the values, discipline, and combat mindset of United States Army Rangers.
  • E. Mystic Massacre
    Mystic Massacre was a pivotal and brutal 1637 attack during the Pequot War in which English colonists and their Native allies destroyed a fortified Pequot village, killing hundreds and effectively breaking Pequot resistance in New England.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c8f60e081909a1e382c1564df8d completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35b64d2e88190b2cefa7dee8296af completed Feb. 28, 2026, 9:17 p.m.
NEDg Description generation batch_69a35c0eb2748190987b74acdf5c8b61 completed Feb. 28, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69a35c6b0680819084f9e25b32dcffc3 completed Feb. 28, 2026, 9:21 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.