Triple

T10172972
Position Surface form Disambiguated ID Type / Status
Subject Donald Malarkey E235777 entity
Predicate familyName P18 FINISHED
Object Malarkey
Malarkey is a surname most notably associated with Donald Malarkey, a U.S. Army paratrooper of Easy Company whose World War II service was popularized in the book and miniseries "Band of Brothers."
 E844779 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: Malarkey | Statement: [Donald Malarkey, familyName, Malarkey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malarkey
Context triple: [Donald Malarkey, familyName, Malarkey]
  • A. Molching
    Molching is a fictional small German town near Munich that serves as the primary backdrop for Markus Zusak’s World War II novel "The Book Thief."
  • B. Belaugh
    Belaugh is a small, picturesque village in Norfolk, England, known for its riverside setting within the Norfolk Broads.
  • C. Balderdash
    Balderdash is a software development company best known for creating and maintaining the Sails.js Node.js web framework.
  • D. Maladroit
    Maladroit is the fourth studio album by American rock band Weezer, known for its heavier guitar sound and power-pop hooks.
  • E. Maudling
    Maudling is a British surname most notably associated with Reginald Maudling, a prominent mid-20th-century Conservative politician and former UK Chancellor of the Exchequer.
  • 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: Malarkey
Triple: [Donald Malarkey, familyName, Malarkey]
Generated description
Malarkey is a surname most notably associated with Donald Malarkey, a U.S. Army paratrooper of Easy Company whose World War II service was popularized in the book and miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malarkey
Target entity description: Malarkey is a surname most notably associated with Donald Malarkey, a U.S. Army paratrooper of Easy Company whose World War II service was popularized in the book and miniseries "Band of Brothers."
  • A. Molching
    Molching is a fictional small German town near Munich that serves as the primary backdrop for Markus Zusak’s World War II novel "The Book Thief."
  • B. Belaugh
    Belaugh is a small, picturesque village in Norfolk, England, known for its riverside setting within the Norfolk Broads.
  • C. Balderdash
    Balderdash is a software development company best known for creating and maintaining the Sails.js Node.js web framework.
  • D. Maladroit
    Maladroit is the fourth studio album by American rock band Weezer, known for its heavier guitar sound and power-pop hooks.
  • E. Maudling
    Maudling is a British surname most notably associated with Reginald Maudling, a prominent mid-20th-century Conservative politician and former UK Chancellor of the Exchequer.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec9f6dd8819081588600499165ee completed April 2, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3010c386481908bc0c985c0b5ff93 completed April 6, 2026, 12:40 a.m.
NEDg Description generation batch_69d30256ee40819098569b37eb27d3d1 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d302d248e08190b6b7bae9343b6f9a completed April 6, 2026, 12:48 a.m.
Created at: March 30, 2026, 9:10 p.m.