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.