Triple

T1875037
Position Surface form Disambiguated ID Type / Status
Subject Committee on Economic Security E39123 entity
Predicate hasMember P10 FINISHED
Object Barbara Nachtrieb Armstrong
Barbara Nachtrieb Armstrong was an American lawyer, economist, and pioneering legal scholar in social insurance who played a key role in shaping early U.S. social security policy.
 E220136 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: Barbara Nachtrieb Armstrong | Statement: [Committee on Economic Security, hasMember, Barbara Nachtrieb Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Nachtrieb Armstrong
Context triple: [Committee on Economic Security, hasMember, Barbara Nachtrieb Armstrong]
  • A. Joan Armstrong
    Joan Armstrong is a notable individual distinguished enough to be specifically recognized among people sharing the Armstrong surname.
  • B. Ann Schmeltz Bowers
    Ann Schmeltz Bowers is an American technology executive and philanthropist known for her early leadership roles at Intel and Apple and for her significant charitable contributions, particularly in education and technology.
  • C. Dolores H. Russ
    Dolores H. Russ was an American philanthropist and co-namesake of the prestigious Fritz J. and Dolores H. Russ Prize in engineering.
  • D. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • E. Barbara Siggers Franklin
    Barbara Siggers Franklin was an American gospel singer and pianist best known as the mother of soul legend Aretha Franklin.
  • 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: Barbara Nachtrieb Armstrong
Triple: [Committee on Economic Security, hasMember, Barbara Nachtrieb Armstrong]
Generated description
Barbara Nachtrieb Armstrong was an American lawyer, economist, and pioneering legal scholar in social insurance who played a key role in shaping early U.S. social security policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Nachtrieb Armstrong
Target entity description: Barbara Nachtrieb Armstrong was an American lawyer, economist, and pioneering legal scholar in social insurance who played a key role in shaping early U.S. social security policy.
  • A. Joan Armstrong
    Joan Armstrong is a notable individual distinguished enough to be specifically recognized among people sharing the Armstrong surname.
  • B. Ann Schmeltz Bowers
    Ann Schmeltz Bowers is an American technology executive and philanthropist known for her early leadership roles at Intel and Apple and for her significant charitable contributions, particularly in education and technology.
  • C. Dolores H. Russ
    Dolores H. Russ was an American philanthropist and co-namesake of the prestigious Fritz J. and Dolores H. Russ Prize in engineering.
  • D. Mary Grace Slattery
    Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
  • E. Barbara Siggers Franklin
    Barbara Siggers Franklin was an American gospel singer and pianist best known as the mother of soul legend Aretha Franklin.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d7934c8190a2919efbb1e86755 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfba49f0c8190a6db188f201a6da6 completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfd0f374c8190a75d3a25373e3364 completed March 8, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69adfd713c4081908a2fae2fada76dae completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:34 p.m.