Triple

T2611123
Position Surface form Disambiguated ID Type / Status
Subject Franklin E58775 entity
Predicate hasNotableBearer P458 FINISHED
Object Ursula Franklin
Ursula Franklin was a German-Canadian physicist, metallurgist, and pacifist renowned for her pioneering work in materials science and her influential writings on technology, peace, and social justice.
 E281335 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: Ursula Franklin | Statement: [Franklin, hasNotableBearer, Ursula Franklin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ursula Franklin
Context triple: [Franklin, hasNotableBearer, Ursula Franklin]
  • A. Mildred Dresselhaus
    Mildred Dresselhaus was a pioneering American physicist and electrical engineer known as the “Queen of Carbon” for her groundbreaking work on the electronic properties of carbon materials and her leadership in promoting women in science.
  • B. Lillian C. McDermott
    Lillian C. McDermott was a pioneering physics education researcher and professor known for transforming the teaching and learning of physics through research-based instructional methods.
  • C. Louisa Gross Horwitz
    Louisa Gross Horwitz was an American medical researcher and philanthropist whose legacy in biomedical science is honored through a prestigious Columbia University award recognizing outstanding work in biology and biochemistry.
  • D. Elfriede Segrè
    Elfriede Segrè was the wife of Italian-American physicist and Nobel laureate Emilio Segrè, accompanying him through his academic career and emigration from fascist Italy.
  • E. Henrietta Hill Swope
    Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
  • 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: Ursula Franklin
Triple: [Franklin, hasNotableBearer, Ursula Franklin]
Generated description
Ursula Franklin was a German-Canadian physicist, metallurgist, and pacifist renowned for her pioneering work in materials science and her influential writings on technology, peace, and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ursula Franklin
Target entity description: Ursula Franklin was a German-Canadian physicist, metallurgist, and pacifist renowned for her pioneering work in materials science and her influential writings on technology, peace, and social justice.
  • A. Mildred Dresselhaus
    Mildred Dresselhaus was a pioneering American physicist and electrical engineer known as the “Queen of Carbon” for her groundbreaking work on the electronic properties of carbon materials and her leadership in promoting women in science.
  • B. Lillian C. McDermott
    Lillian C. McDermott was a pioneering physics education researcher and professor known for transforming the teaching and learning of physics through research-based instructional methods.
  • C. Louisa Gross Horwitz
    Louisa Gross Horwitz was an American medical researcher and philanthropist whose legacy in biomedical science is honored through a prestigious Columbia University award recognizing outstanding work in biology and biochemistry.
  • D. Elfriede Segrè
    Elfriede Segrè was the wife of Italian-American physicist and Nobel laureate Emilio Segrè, accompanying him through his academic career and emigration from fascist Italy.
  • E. Henrietta Hill Swope
    Henrietta Hill Swope was an American astronomer known for her pioneering work on variable stars and for being one of the first women to make significant contributions to modern observational astronomy.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd87b24e48190ad1d4ce7e63c0f3e completed March 7, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83e506188190b6cd3b507dfc353c completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af846b59508190b6f7f9b266123be0 completed March 10, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69af850fe6008190bf6c7c64d1078a50 completed March 10, 2026, 2:42 a.m.
Created at: March 6, 2026, 9:50 p.m.