Triple

T3792200
Position Surface form Disambiguated ID Type / Status
Subject M. Lincoln Schuster E89678 entity
Predicate hasFamilyName P18 FINISHED
Object Schuster
Schuster is a surname most notably associated with M. Lincoln Schuster, the American co-founder of the publishing company Simon & Schuster.
 E389423 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: Schuster | Statement: [M. Lincoln Schuster, hasFamilyName, Schuster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schuster
Context triple: [M. Lincoln Schuster, hasFamilyName, Schuster]
  • A. Schultz
    Schultz is a surname of German origin borne by numerous notable individuals across fields such as entertainment, politics, and academia.
  • B. Pinsker
    Pinsker is a Jewish surname most notably associated with Leo Pinsker, a 19th-century physician and early Zionist activist.
  • C. Stuckart
    Stuckart is a German surname most notably associated with Wilhelm Stuckart, a high-ranking Nazi official and legal theorist involved in formulating racial laws during the Third Reich.
  • D. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • E. Streicher
    Streicher is a German surname most infamously associated with Julius Streicher, a prominent Nazi propagandist and publisher of the antisemitic newspaper Der Stürmer.
  • 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: Schuster
Triple: [M. Lincoln Schuster, hasFamilyName, Schuster]
Generated description
Schuster is a surname most notably associated with M. Lincoln Schuster, the American co-founder of the publishing company Simon & Schuster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schuster
Target entity description: Schuster is a surname most notably associated with M. Lincoln Schuster, the American co-founder of the publishing company Simon & Schuster.
  • A. Schultz
    Schultz is a surname of German origin borne by numerous notable individuals across fields such as entertainment, politics, and academia.
  • B. Pinsker
    Pinsker is a Jewish surname most notably associated with Leo Pinsker, a 19th-century physician and early Zionist activist.
  • C. Stuckart
    Stuckart is a German surname most notably associated with Wilhelm Stuckart, a high-ranking Nazi official and legal theorist involved in formulating racial laws during the Third Reich.
  • D. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • E. Streicher
    Streicher is a German surname most infamously associated with Julius Streicher, a prominent Nazi propagandist and publisher of the antisemitic newspaper Der Stürmer.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee769d68081908dcdd3d232dbb61c completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f058f03881909aded87e7a74849f completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f2ed663c8190be431c7aae60259e completed March 14, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69b4f72eba988190acb96b44fc8b7c30 completed March 14, 2026, 5:50 a.m.
Created at: March 9, 2026, 3:15 p.m.