Triple

T7402056
Position Surface form Disambiguated ID Type / Status
Subject Tabuk expedition E170771 entity
Predicate nickname P55 FINISHED
Object Army of Difficulty
The "Army of Difficulty" refers to the Muslim force that accompanied the Prophet Muhammad on the arduous Tabuk expedition, noted for its severe hardship and scarcity of resources.
 E661770 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: Army of Difficulty | Statement: [Tabuk expedition, nickname, Army of Difficulty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army of Difficulty
Context triple: [Tabuk expedition, nickname, Army of Difficulty]
  • A. Rugged Brigade
    Rugged Brigade is the nickname of the U.S. Army’s 36th Engineer Brigade, a combat engineer formation known for providing construction, mobility, and support operations in diverse and challenging environments.
  • B. Army Mule
    Army Mule is the live animal mascot representing the United States Military Academy’s athletic teams, symbolizing strength, endurance, and the historic role of mules in the U.S. Army.
  • C. Veterans of Disorder
    Veterans of Disorder is an experimental rock album by the American noise-rock duo Royal Trux, known for its lo-fi production and eclectic, genre-blurring sound.
  • D. The Ammies
    The Ammies is the popular nickname of English football club Salford City F.C., known for its rapid rise through the lower leagues and high-profile ownership.
  • E. The Squad
    The Squad is an informal group of progressive Democratic members of the U.S. House of Representatives known for their left-wing policy positions and strong social media presence.
  • 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: Army of Difficulty
Triple: [Tabuk expedition, nickname, Army of Difficulty]
Generated description
The "Army of Difficulty" refers to the Muslim force that accompanied the Prophet Muhammad on the arduous Tabuk expedition, noted for its severe hardship and scarcity of resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army of Difficulty
Target entity description: The "Army of Difficulty" refers to the Muslim force that accompanied the Prophet Muhammad on the arduous Tabuk expedition, noted for its severe hardship and scarcity of resources.
  • A. Rugged Brigade
    Rugged Brigade is the nickname of the U.S. Army’s 36th Engineer Brigade, a combat engineer formation known for providing construction, mobility, and support operations in diverse and challenging environments.
  • B. Army Mule
    Army Mule is the live animal mascot representing the United States Military Academy’s athletic teams, symbolizing strength, endurance, and the historic role of mules in the U.S. Army.
  • C. Veterans of Disorder
    Veterans of Disorder is an experimental rock album by the American noise-rock duo Royal Trux, known for its lo-fi production and eclectic, genre-blurring sound.
  • D. The Ammies
    The Ammies is the popular nickname of English football club Salford City F.C., known for its rapid rise through the lower leagues and high-profile ownership.
  • E. The Squad
    The Squad is an informal group of progressive Democratic members of the U.S. House of Representatives known for their left-wing policy positions and strong social media presence.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f26d6d6081909c7272a9ccae0d97 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81110d7648190a8938db7061be454 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c812b0b534819095dd2ae63ca7b2d0 completed March 28, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69c8147b3f3c8190ada85c9e37bf5e2b completed March 28, 2026, 5:48 p.m.
Created at: March 27, 2026, 3:10 p.m.