Triple

T4550775
Position Surface form Disambiguated ID Type / Status
Subject Theodore Schultz E110156 entity
Predicate spouse P13 FINISHED
Object Esther Werth Schultz
Esther Werth Schultz was the wife of American economist and Nobel laureate Theodore W. Schultz.
E453662 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: Esther Werth Schultz | Statement: [Theodore Schultz, spouse, Esther Werth Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esther Werth Schultz
Context triple: [Theodore Schultz, spouse, Esther Werth Schultz]
  • A. Esther Raab
    Esther Raab was a Jewish Holocaust survivor known for escaping from the Sobibor extermination camp and later bearing witness to its atrocities.
  • B. Esther Abramowitz Foster
    Esther Abramowitz Foster was the wife and political partner of American communist leader William Z. Foster, active alongside him in leftist and labor movements in the early 20th century.
  • C. Esther Ross
    Esther Ross was the woman who served as the sponsor and ceremonial namesake figure for the U.S. Navy battleship USS Arizona (BB-39) at its christening.
  • D. Esther Hoffman
    Esther Hoffman is the ambitious and talented singer-songwriter portrayed by Barbra Streisand in the 1976 film "A Star Is Born," whose rise to fame intertwines with the tragic downfall of an aging rock star.
  • E. Edith Weiss
    Edith Weiss is a notable individual recognized for bearing the surname Weiss, though specific widely known biographical or professional details about her are not well documented.
  • 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: Esther Werth Schultz
Triple: [Theodore Schultz, spouse, Esther Werth Schultz]
Generated description
Esther Werth Schultz was the wife of American economist and Nobel laureate Theodore W. Schultz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esther Werth Schultz
Target entity description: Esther Werth Schultz was the wife of American economist and Nobel laureate Theodore W. Schultz.
  • A. Esther Raab
    Esther Raab was a Jewish Holocaust survivor known for escaping from the Sobibor extermination camp and later bearing witness to its atrocities.
  • B. Esther Abramowitz Foster
    Esther Abramowitz Foster was the wife and political partner of American communist leader William Z. Foster, active alongside him in leftist and labor movements in the early 20th century.
  • C. Esther Ross
    Esther Ross was the woman who served as the sponsor and ceremonial namesake figure for the U.S. Navy battleship USS Arizona (BB-39) at its christening.
  • D. Esther Hoffman
    Esther Hoffman is the ambitious and talented singer-songwriter portrayed by Barbra Streisand in the 1976 film "A Star Is Born," whose rise to fame intertwines with the tragic downfall of an aging rock star.
  • E. Edith Weiss
    Edith Weiss is a notable individual recognized for bearing the surname Weiss, though specific widely known biographical or professional details about her are not well documented.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57f5a0a081909977ccbb8aba633c completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3968b4c819082314a0dd9fb4202 completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd53c2ddc8190b73a31f9bb74be3e completed March 20, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69bdd563a7fc8190a7091add8ef0e717 completed March 20, 2026, 11:16 p.m.
Created at: March 20, 2026, 1:05 p.m.