Triple
T22237610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blatchford |
E549631
|
entity |
| Predicate | masterPlanDesigner |
P68279
|
FINISHED |
| Object | Perkins+Will |
—
|
NE NERFINISHED |
How this triple was built (3 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: Perkins+Will | Statement: [Blatchford, masterPlanDesigner, Perkins+Will]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perkins+Will Context triple: [Blatchford, masterPlanDesigner, Perkins+Will]
-
A.
Perkins+Will
chosen
Perkins+Will is a global architecture and design firm known for its innovative, sustainable projects across sectors such as education, healthcare, and cultural institutions.
-
B.
Perkins Eastman
Perkins Eastman is a global architecture and design firm known for large-scale urban, mixed-use, and institutional projects.
-
C.
HOK Group
HOK Group is a global design, architecture, engineering, and planning firm known for large-scale commercial, civic, and sports projects.
-
D.
Albert Kahn Associates
Albert Kahn Associates is an architecture and engineering firm, founded by industrial architect Albert Kahn, renowned for designing early 20th-century factories and industrial facilities.
-
E.
William L. Pereira & Associates
William L. Pereira & Associates was a prominent 20th-century American architectural and urban planning firm known for its futuristic, modernist designs and large-scale master planning projects.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: masterPlanDesigner Context triple: [Blatchford, masterPlanDesigner, Perkins+Will]
-
A.
architecturalPlanner
Indicates a relationship where an entity is responsible for designing, organizing, or planning the architectural structure or layout of another entity.
-
B.
designLead
Indicates that one entity serves as the primary designer or person in charge of leading the design work for another entity or project.
-
C.
mapDesigner
Indicates that an entity is the designer or creator responsible for producing a particular map.
-
D.
designGeneration
Indicates that one entity is responsible for creating or producing the design of another entity.
-
E.
urbanDesigner
chosen
Indicates a relationship where an entity practices or is responsible for planning and designing urban spaces, environments, or city layouts.
- F. None of above.
Provenance (3 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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f13210eb9c8190bc40d06c393e0d9a |
completed | April 28, 2026, 10:17 p.m. |
| PD | Predicate disambiguation | batch_69e71b5177d881908f90abde14ada7dc |
completed | April 21, 2026, 6:38 a.m. |
Created at: April 16, 2026, 8:38 p.m.