Triple

T11993142
Position Surface form Disambiguated ID Type / Status
Subject Frederick Winslow Taylor E285461 entity
Predicate influenced P9 FINISHED
Object Lillian Moller Gilbreth
Lillian Moller Gilbreth was an American psychologist and industrial engineer renowned as a pioneer of scientific management and ergonomics, and one of the first female engineers to earn a Ph.D.
E959279 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: Lillian Moller Gilbreth | Statement: [Frederick Winslow Taylor, influenced, Lillian Moller Gilbreth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lillian Moller Gilbreth
Context triple: [Frederick Winslow Taylor, influenced, Lillian Moller Gilbreth]
  • A. Helen Parkhurst
    Helen Parkhurst was an American educator and reformer best known for creating the Dalton Plan, an influential progressive education model that inspired schools worldwide.
  • B. Carolyn Wood Sherif
    Carolyn Wood Sherif was an influential American social psychologist known for her work on social judgment theory, gender roles, and the psychology of women.
  • C. Ruth Sherman Tolman
    Ruth Sherman Tolman was an American psychologist and intelligence officer known for her clinical work, advocacy for women in science, and service with the Office of Strategic Services during World War II.
  • D. Margaret Esherick
    Margaret Esherick was the original private client and resident for whom architect Louis Kahn designed the renowned Esherick House in Chestnut Hill, Philadelphia.
  • E. Mildred Kraft
    Mildred Kraft was the wife of famed American trombonist and big band leader Tommy Dorsey.
  • 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: Lillian Moller Gilbreth
Triple: [Frederick Winslow Taylor, influenced, Lillian Moller Gilbreth]
Generated description
Lillian Moller Gilbreth was an American psychologist and industrial engineer renowned as a pioneer of scientific management and ergonomics, and one of the first female engineers to earn a Ph.D.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lillian Moller Gilbreth
Target entity description: Lillian Moller Gilbreth was an American psychologist and industrial engineer renowned as a pioneer of scientific management and ergonomics, and one of the first female engineers to earn a Ph.D.
  • A. Helen Parkhurst
    Helen Parkhurst was an American educator and reformer best known for creating the Dalton Plan, an influential progressive education model that inspired schools worldwide.
  • B. Carolyn Wood Sherif
    Carolyn Wood Sherif was an influential American social psychologist known for her work on social judgment theory, gender roles, and the psychology of women.
  • C. Ruth Sherman Tolman
    Ruth Sherman Tolman was an American psychologist and intelligence officer known for her clinical work, advocacy for women in science, and service with the Office of Strategic Services during World War II.
  • D. Margaret Esherick
    Margaret Esherick was the original private client and resident for whom architect Louis Kahn designed the renowned Esherick House in Chestnut Hill, Philadelphia.
  • E. Mildred Kraft
    Mildred Kraft was the wife of famed American trombonist and big band leader Tommy Dorsey.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48ad06350819094180403858db172 completed May 1, 2026, 11:13 a.m.
NEDg Description generation batch_69f48df7790c8190a8e79466f032e86d completed May 1, 2026, 11:26 a.m.
NED2 Entity disambiguation (via description) batch_69f490dfe4e4819092d7494ba9b807db completed May 1, 2026, 11:39 a.m.
Created at: April 8, 2026, 9:46 p.m.