Triple

T5152672
Position Surface form Disambiguated ID Type / Status
Subject Frances Shapiro Herskovits E116232 entity
Predicate hasMiddleName P143 FINISHED
Object Shapiro
Shapiro is a surname of Jewish origin commonly borne by individuals of Ashkenazi descent.
 E498558 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: Shapiro | Statement: [Frances Shapiro Herskovits, hasMiddleName, Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shapiro
Context triple: [Frances Shapiro Herskovits, hasMiddleName, Shapiro]
  • A. Shulman
    Shulman is a surname of Jewish origin borne by various notable individuals in fields such as literature, academia, and the arts.
  • B. Shriver
    Shriver is a prominent American family name associated with notable figures in politics, public service, and media.
  • C. Pincus
    Pincus is a surname most notably associated with Lionel Pincus, an influential American financier and co-founder of the private equity firm Warburg Pincus.
  • D. Schultz
    Schultz is a surname of German origin borne by numerous notable individuals across fields such as entertainment, politics, and academia.
  • E. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • 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: Shapiro
Triple: [Frances Shapiro Herskovits, hasMiddleName, Shapiro]
Generated description
Shapiro is a surname of Jewish origin commonly borne by individuals of Ashkenazi descent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shapiro
Target entity description: Shapiro is a surname of Jewish origin commonly borne by individuals of Ashkenazi descent.
  • A. Shulman
    Shulman is a surname of Jewish origin borne by various notable individuals in fields such as literature, academia, and the arts.
  • B. Shriver
    Shriver is a prominent American family name associated with notable figures in politics, public service, and media.
  • C. Pincus
    Pincus is a surname most notably associated with Lionel Pincus, an influential American financier and co-founder of the private equity firm Warburg Pincus.
  • D. Schultz
    Schultz is a surname of German origin borne by numerous notable individuals across fields such as entertainment, politics, and academia.
  • E. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd78daab708190a42734a14dddb2fc completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0099afc8190badca81bd5efb8f6 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed3f4af288190beec97356b21f990 completed March 21, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69bed49625688190972acb1cb0c2a83b completed March 21, 2026, 5:25 p.m.
Created at: March 20, 2026, 1:44 p.m.