Triple

T20251177
Position Surface form Disambiguated ID Type / Status
Subject Shapiro E498558 entity
Predicate hasVariant P455 FINISHED
Object Schapero
Schapero is a surname, likely a variant of Shapiro, borne by individuals of Ashkenazi Jewish heritage.
 E1421256 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: Schapero | Statement: [Shapiro, hasVariant, Schapero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schapero
Context triple: [Shapiro, hasVariant, Schapero]
  • A. Ropscha
    Ropscha is a rural locality in Leningrad Oblast, Russia, historically known for its imperial estate associated with the Russian royal family.
  • B. Shauf
    Shauf is the surname of Canadian indie folk singer-songwriter and multi-instrumentalist Andy Shauf.
  • C. Schiffhauer
    Schiffhauer is a surname, likely a variant of the German family name "Schiff."
  • D. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • E. Schleprock
    Schleprock is a perpetually gloomy, bad-luck-bringing character from the Flintstones universe, best known for his catchphrase “Wowzie wow wow.”
  • 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: Schapero
Triple: [Shapiro, hasVariant, Schapero]
Generated description
Schapero is a surname, likely a variant of Shapiro, borne by individuals of Ashkenazi Jewish heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schapero
Target entity description: Schapero is a surname, likely a variant of Shapiro, borne by individuals of Ashkenazi Jewish heritage.
  • A. Ropscha
    Ropscha is a rural locality in Leningrad Oblast, Russia, historically known for its imperial estate associated with the Russian royal family.
  • B. Shauf
    Shauf is the surname of Canadian indie folk singer-songwriter and multi-instrumentalist Andy Shauf.
  • C. Schiffhauer
    Schiffhauer is a surname, likely a variant of the German family name "Schiff."
  • D. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • E. Schleprock
    Schleprock is a perpetually gloomy, bad-luck-bringing character from the Flintstones universe, best known for his catchphrase “Wowzie wow wow.”
  • 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_69da6274c58c81909c646eabed6f4f30 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e673a8b8488190b344df7a65f59684 completed April 20, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0855262c548190b5f6102b4e6e01a6 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0856ac50e081909c8bc737e4fe6e56 completed May 16, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_6a085746f2f08190a703a832f5867c7b completed May 16, 2026, 11:38 a.m.
Created at: April 11, 2026, 11:41 p.m.