Triple
T3741552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oak Park Mall |
E79710
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Copaken, White & Blitt
Copaken, White & Blitt is a Kansas City–based commercial real estate development and management firm known for developing major retail and mixed-use properties in the Midwest.
|
E385108
|
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: Copaken, White & Blitt | Statement: [Oak Park Mall, developer, Copaken, White & Blitt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Copaken, White & Blitt Context triple: [Oak Park Mall, developer, Copaken, White & Blitt]
-
A.
Adler & Sullivan
Adler & Sullivan was a pioneering late-19th-century American architectural firm, led by Dankmar Adler and Louis Sullivan, renowned for its influential early skyscraper designs and key role in shaping modern architecture in Chicago.
-
B.
Kivett & Myers
Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
-
C.
Hogan & Hartson
Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
-
D.
Gray & Barton
Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
-
E.
Dege & Skinner
Dege & Skinner is a prestigious British bespoke tailoring house renowned for its traditional craftsmanship and military uniforms, based on London’s Savile Row.
- 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: Copaken, White & Blitt Triple: [Oak Park Mall, developer, Copaken, White & Blitt]
Generated description
Copaken, White & Blitt is a Kansas City–based commercial real estate development and management firm known for developing major retail and mixed-use properties in the Midwest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Copaken, White & Blitt Target entity description: Copaken, White & Blitt is a Kansas City–based commercial real estate development and management firm known for developing major retail and mixed-use properties in the Midwest.
-
A.
Adler & Sullivan
Adler & Sullivan was a pioneering late-19th-century American architectural firm, led by Dankmar Adler and Louis Sullivan, renowned for its influential early skyscraper designs and key role in shaping modern architecture in Chicago.
-
B.
Kivett & Myers
Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
-
C.
Hogan & Hartson
Hogan & Hartson was a prominent Washington, D.C.–based international law firm known for its appellate, regulatory, and public policy work before merging to form Hogan Lovells.
-
D.
Gray & Barton
Gray & Barton was the 19th-century telegraph equipment manufacturing firm that evolved into the major American telecommunications company later known as Western Electric.
-
E.
Dege & Skinner
Dege & Skinner is a prestigious British bespoke tailoring house renowned for its traditional craftsmanship and military uniforms, based on London’s Savile Row.
- 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_69ad8b115610819095b02007da5ca3cb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb549490819084ebe69aae5ccf95 |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db26adbc8190becd03db70e63112 |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4dc2c274c8190a7c8fa419186e188 |
completed | March 14, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e0065b008190b2ad78546e563b4d |
completed | March 14, 2026, 4:11 a.m. |
Created at: March 8, 2026, 3:34 p.m.