Triple
T4413234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JW Marriott Marquis Hotel Dubai |
E94899
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Archgroup Consultants
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
|
E436943
|
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: Archgroup Consultants | Statement: [JW Marriott Marquis Hotel Dubai, architect, Archgroup Consultants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Archgroup Consultants Context triple: [JW Marriott Marquis Hotel Dubai, architect, Archgroup Consultants]
-
A.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
B.
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.
-
C.
Marshall Group
Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
-
D.
S. Graham & Associates
S. Graham & Associates is a management and marketing consulting firm led by educator, author, and businessman Stedman Graham, focusing on leadership development and personal branding.
-
E.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
- 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: Archgroup Consultants Triple: [JW Marriott Marquis Hotel Dubai, architect, Archgroup Consultants]
Generated description
Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Archgroup Consultants Target entity description: Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
-
A.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
B.
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.
-
C.
Marshall Group
Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
-
D.
S. Graham & Associates
S. Graham & Associates is a management and marketing consulting firm led by educator, author, and businessman Stedman Graham, focusing on leadership development and personal branding.
-
E.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b354e7b30c819082ee781dd202dcc4 |
completed | March 13, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f617012481908b8f1a9a1bc5efaf |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f674c94c81908327336dd4380d2e |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f719d008819090a35e3597a0089f |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:29 p.m.