Triple

T13355460
Position Surface form Disambiguated ID Type / Status
Subject Semple E318679 entity
Predicate hasNotableBearer P458 FINISHED
Object Ellen Churchill Semple
Ellen Churchill Semple was an American geographer known for pioneering work in environmental determinism and for being one of the first prominent female scholars in her field.
E1034650 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: Ellen Churchill Semple | Statement: [Semple, hasNotableBearer, Ellen Churchill Semple]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ellen Churchill Semple
Context triple: [Semple, hasNotableBearer, Ellen Churchill Semple]
  • A. Alice Howe Gibbens
    Alice Howe Gibbens was an American schoolteacher and social reformer best known as the wife and intellectual partner of philosopher and psychologist William James.
  • B. Gertrude H. Beard
    Gertrude H. Beard was a distinguished alumna of Ursinus College recognized for her notable professional and/or scholarly achievements.
  • C. Dorothy E. Clark
    Dorothy E. Clark was the wife of U.S. Supreme Court Justice Harry A. Blackmun and a long-time partner in his personal and professional life.
  • D. Laura E. Richards
    Laura E. Richards was an American author of children’s literature and biographies, known for works such as her Pulitzer Prize–winning biography of her mother, Julia Ward Howe.
  • E. Mary Ritter Beard
    Mary Ritter Beard was an American historian, author, and women's rights activist known for her pioneering work in women's history and collaboration with her husband, historian Charles A. Beard.
  • 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: Ellen Churchill Semple
Triple: [Semple, hasNotableBearer, Ellen Churchill Semple]
Generated description
Ellen Churchill Semple was an American geographer known for pioneering work in environmental determinism and for being one of the first prominent female scholars in her field.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ellen Churchill Semple
Target entity description: Ellen Churchill Semple was an American geographer known for pioneering work in environmental determinism and for being one of the first prominent female scholars in her field.
  • A. Alice Howe Gibbens
    Alice Howe Gibbens was an American schoolteacher and social reformer best known as the wife and intellectual partner of philosopher and psychologist William James.
  • B. Gertrude H. Beard
    Gertrude H. Beard was a distinguished alumna of Ursinus College recognized for her notable professional and/or scholarly achievements.
  • C. Dorothy E. Clark
    Dorothy E. Clark was the wife of U.S. Supreme Court Justice Harry A. Blackmun and a long-time partner in his personal and professional life.
  • D. Laura E. Richards
    Laura E. Richards was an American author of children’s literature and biographies, known for works such as her Pulitzer Prize–winning biography of her mother, Julia Ward Howe.
  • E. Mary Ritter Beard
    Mary Ritter Beard was an American historian, author, and women's rights activist known for her pioneering work in women's history and collaboration with her husband, historian Charles A. Beard.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99f1ef94c81909a59b7c3f77d3335 completed April 11, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f4bdfdc819094d3945280ed8d30 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f72018c4848190941732e3a938278a completed May 3, 2026, 10:14 a.m.
NED2 Entity disambiguation (via description) batch_69f720bf04548190833af70061b017a1 completed May 3, 2026, 10:17 a.m.
Created at: April 9, 2026, 9:32 p.m.