Triple

T6389593
Position Surface form Disambiguated ID Type / Status
Subject Natalie Schafer E143787 entity
Predicate familyName P18 FINISHED
Object Schafer
Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
 E589570 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: Schafer | Statement: [Natalie Schafer, familyName, Schafer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schafer
Context triple: [Natalie Schafer, familyName, Schafer]
  • A. Scheider
    Scheider is the surname of American actor Roy Scheider, best known for his role as Chief Brody in the film "Jaws."
  • B. Spehr
    Spehr is a surname variant of Speer, borne by individuals of Germanic origin.
  • C. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • D. Schaal
    Schaal is a surname most notably associated with American actress Wendy Schaal, known for her work in film and television voice acting.
  • 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: Schafer
Triple: [Natalie Schafer, familyName, Schafer]
Generated description
Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schafer
Target entity description: Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
  • A. Scheider
    Scheider is the surname of American actor Roy Scheider, best known for his role as Chief Brody in the film "Jaws."
  • B. Spehr
    Spehr is a surname variant of Speer, borne by individuals of Germanic origin.
  • C. Scher
    Scher is a surname of likely German or Eastern European origin borne by various individuals and families.
  • D. Schaal
    Schaal is a surname most notably associated with American actress Wendy Schaal, known for her work in film and television voice acting.
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0686cc6d481909c62a29a84a4ce8e completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638868d4481908611530d0bc8e286 completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c639320a608190bc1123fe00ac1f9a completed March 27, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c639f9916c8190a1a9f0284198aebd completed March 27, 2026, 8:04 a.m.
Created at: March 22, 2026, 4:34 p.m.