Triple

T1697640
Position Surface form Disambiguated ID Type / Status
Subject Lester Frank Ward E36693 entity
Predicate spouse P13 FINISHED
Object Elizabeth Carolyn Vought
Elizabeth Carolyn Vought was the wife of American sociologist and botanist Lester Frank Ward.
 E296759 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: Elizabeth Carolyn Vought | Statement: [Lester Frank Ward, spouse, Elizabeth Carolyn Vought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Carolyn Vought
Context triple: [Lester Frank Ward, spouse, Elizabeth Carolyn Vought]
  • A. Amy Catherine Robbins
    Amy Catherine Robbins was the long-time partner and later wife of English writer H. G. Wells, known for her supportive role in his personal and professional life.
  • B. Elizabeth Roboz
    Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
  • C. Christine Campbell
    Christine Campbell is the neurotic yet resilient single-mom protagonist of the sitcom "The New Adventures of Old Christine," portrayed by Julia Louis-Dreyfus.
  • 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. Anna Beth Sully
    Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
  • 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: Elizabeth Carolyn Vought
Triple: [Lester Frank Ward, spouse, Elizabeth Carolyn Vought]
Generated description
Elizabeth Carolyn Vought was the wife of American sociologist and botanist Lester Frank Ward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Carolyn Vought
Target entity description: Elizabeth Carolyn Vought was the wife of American sociologist and botanist Lester Frank Ward.
  • A. Amy Catherine Robbins
    Amy Catherine Robbins was the long-time partner and later wife of English writer H. G. Wells, known for her supportive role in his personal and professional life.
  • B. Elizabeth Roboz
    Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
  • C. Christine Campbell
    Christine Campbell is the neurotic yet resilient single-mom protagonist of the sitcom "The New Adventures of Old Christine," portrayed by Julia Louis-Dreyfus.
  • 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. Anna Beth Sully
    Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d2622c81908e39e07bf1117821 completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc01252ec8190a14ff51151d8e69e completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0d32d5881908b80e0bfca5cd873 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 4, 2026, 7:30 p.m.