Triple

T19046740
Position Surface form Disambiguated ID Type / Status
Subject Martha Lowenstein Frankenthaler E466154 entity
Predicate birthName P65 FINISHED
Object Martha Lowenstein
Martha Lowenstein is the birth name of Martha Lowenstein Frankenthaler, an individual known under her married or later name rather than her original surname.
 E1356433 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: Martha Lowenstein | Statement: [Martha Lowenstein Frankenthaler, birthName, Martha Lowenstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martha Lowenstein
Context triple: [Martha Lowenstein Frankenthaler, birthName, Martha Lowenstein]
  • A. Linda Glazer
    Linda Glazer is a member of the Glazer family, known for its prominent business interests including ownership stakes in major sports franchises.
  • B. Alicia Z. Rosenfeld
    Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
  • C. Sarah E. Reisman
    Sarah E. Reisman is an American organic chemist known for her work in complex natural product synthesis and as a professor at the California Institute of Technology.
  • D. Martha Friedman
    Martha Friedman is the wife of economist, legal scholar, and anarcho-capitalist theorist David D. Friedman.
  • E. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • 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: Martha Lowenstein
Triple: [Martha Lowenstein Frankenthaler, birthName, Martha Lowenstein]
Generated description
Martha Lowenstein is the birth name of Martha Lowenstein Frankenthaler, an individual known under her married or later name rather than her original surname.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martha Lowenstein
Target entity description: Martha Lowenstein is the birth name of Martha Lowenstein Frankenthaler, an individual known under her married or later name rather than her original surname.
  • A. Linda Glazer
    Linda Glazer is a member of the Glazer family, known for its prominent business interests including ownership stakes in major sports franchises.
  • B. Alicia Z. Rosenfeld
    Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
  • C. Sarah E. Reisman
    Sarah E. Reisman is an American organic chemist known for her work in complex natural product synthesis and as a professor at the California Institute of Technology.
  • D. Martha Friedman
    Martha Friedman is the wife of economist, legal scholar, and anarcho-capitalist theorist David D. Friedman.
  • E. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d80466f88190988171920f2be7dc completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c551e26c8190928642f451cb85f0 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c7645d6c8190bd4d16b234c3384b completed May 14, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a05c7c6e4148190bbdafd47ce2bdef4 completed May 14, 2026, 1:01 p.m.
Created at: April 10, 2026, 12:03 p.m.