Triple
T6760521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip W. Crosby |
E154578
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Philip Crosby Associates
Philip Crosby Associates is a management consulting firm best known for promoting Philip W. Crosby’s quality management principles, including “zero defects” and the idea that quality is free.
|
E617423
|
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: Philip Crosby Associates | Statement: [Philip W. Crosby, founded, Philip Crosby Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philip Crosby Associates Context triple: [Philip W. Crosby, founded, Philip Crosby Associates]
-
A.
Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
-
B.
Arthur D. Little, Inc.
Arthur D. Little, Inc. is a pioneering global management consulting firm known for its work in technology, innovation, and strategy across a wide range of industries.
-
C.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
D.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
E.
C. F. Murphy Associates
C. F. Murphy Associates was a prominent American architectural firm known for designing major civic and cultural buildings in the mid-20th century.
- 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: Philip Crosby Associates Triple: [Philip W. Crosby, founded, Philip Crosby Associates]
Generated description
Philip Crosby Associates is a management consulting firm best known for promoting Philip W. Crosby’s quality management principles, including “zero defects” and the idea that quality is free.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philip Crosby Associates Target entity description: Philip Crosby Associates is a management consulting firm best known for promoting Philip W. Crosby’s quality management principles, including “zero defects” and the idea that quality is free.
-
A.
Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
-
B.
Arthur D. Little, Inc.
Arthur D. Little, Inc. is a pioneering global management consulting firm known for its work in technology, innovation, and strategy across a wide range of industries.
-
C.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
D.
Doxiadis Associates
Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
-
E.
C. F. Murphy Associates
C. F. Murphy Associates was a prominent American architectural firm known for designing major civic and cultural buildings in the mid-20th century.
- 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_69c688109c1c8190added9a221292af0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d212c31881909dfe8ca9de69acf7 |
completed | March 27, 2026, 6:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712b352d08190932bc99dd3d673ba |
completed | March 27, 2026, 11:28 p.m. |
| NEDg | Description generation | batch_69c713842b9c8190ae31eba0bd449968 |
completed | March 27, 2026, 11:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71444e9ec8190a68531ed29fd9377 |
completed | March 27, 2026, 11:35 p.m. |
Created at: March 27, 2026, 2:12 p.m.