Triple
T2473051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ManpowerGroup |
E55020
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Elmer Winter
Elmer Winter was an American lawyer and entrepreneur best known as the co-founder of Manpower Inc., one of the world’s largest staffing and workforce solutions companies.
|
E270606
|
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: Elmer Winter | Statement: [ManpowerGroup, foundedBy, Elmer Winter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elmer Winter Context triple: [ManpowerGroup, foundedBy, Elmer Winter]
-
A.
Winston Hibler
Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
-
B.
Lewis Branscomb
Lewis Branscomb was an American physicist and influential science and technology policy leader known for his work at the intersection of research, innovation, and public policy.
-
C.
Walter Darre
Walter Darré was a leading Nazi official and ideologue of "blood and soil" agrarianism who served as Reich Minister of Food and Agriculture and was later tried as a war criminal after World War II.
-
D.
Marvin DeWinter
Marvin DeWinter was an architect known for designing the Gerald R. Ford Presidential Museum in Grand Rapids, Michigan.
-
E.
Lud Wray
Lud Wray was an early professional football coach and executive best known for co-founding and serving as the first head coach of the Philadelphia Eagles in the NFL.
- 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: Elmer Winter Triple: [ManpowerGroup, foundedBy, Elmer Winter]
Generated description
Elmer Winter was an American lawyer and entrepreneur best known as the co-founder of Manpower Inc., one of the world’s largest staffing and workforce solutions companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elmer Winter Target entity description: Elmer Winter was an American lawyer and entrepreneur best known as the co-founder of Manpower Inc., one of the world’s largest staffing and workforce solutions companies.
-
A.
Winston Hibler
Winston Hibler was an American screenwriter, producer, and narrator best known for his long association with Walt Disney Studios, where he contributed to classic animated features and nature documentaries.
-
B.
Lewis Branscomb
Lewis Branscomb was an American physicist and influential science and technology policy leader known for his work at the intersection of research, innovation, and public policy.
-
C.
Walter Darre
Walter Darré was a leading Nazi official and ideologue of "blood and soil" agrarianism who served as Reich Minister of Food and Agriculture and was later tried as a war criminal after World War II.
-
D.
Marvin DeWinter
Marvin DeWinter was an architect known for designing the Gerald R. Ford Presidential Museum in Grand Rapids, Michigan.
-
E.
Lud Wray
Lud Wray was an early professional football coach and executive best known for co-founding and serving as the first head coach of the Philadelphia Eagles in the NFL.
- 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_69ab49e279e88190ab10d7248aea9d11 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd149c10c819098ff75f176972c8b |
completed | March 7, 2026, 7:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17a5bb04819090b3156a9819b87d |
completed | March 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69af1aca9a5081909e3a1b810b61e19d |
completed | March 9, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af1b45a30c8190a3555fea9c03e343 |
completed | March 9, 2026, 7:11 p.m. |
Created at: March 6, 2026, 9:45 p.m.