Triple
T20287590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John R. Koelmel |
E509927
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Larkin Development Group |
—
|
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: Larkin Development Group | Statement: [John R. Koelmel, employer, Larkin Development Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larkin Development Group Context triple: [John R. Koelmel, employer, Larkin Development Group]
-
A.
Clark Development Corporation
Clark Development Corporation is a government-owned corporation in the Philippines responsible for managing and promoting the development of the Clark Freeport and Special Economic Zone in Pampanga and nearby areas.
-
B.
The Cordish Companies
The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
-
C.
Ritz Development Company
Ritz Development Company was a business enterprise established by famed Swiss hotelier César Ritz, likely involved in developing or managing his luxury hospitality ventures.
-
D.
Homart Development Company
Homart Development Company was a major U.S. shopping center developer, formerly a real estate subsidiary of Sears responsible for building and managing numerous regional malls.
-
E.
United Development Company
United Development Company is a Qatari public shareholding company known for leading major real estate and infrastructure projects, including large-scale mixed-use developments.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larkin Development Group Target entity description: Larkin Development Group is a real estate development and property management firm known for revitalizing historic industrial sites, particularly in the Larkin District of Buffalo, New York.
-
A.
Clark Development Corporation
Clark Development Corporation is a government-owned corporation in the Philippines responsible for managing and promoting the development of the Clark Freeport and Special Economic Zone in Pampanga and nearby areas.
-
B.
The Cordish Companies
The Cordish Companies is a prominent American real estate development and entertainment company known for creating large-scale mixed-use and entertainment districts across major U.S. cities.
-
C.
Ritz Development Company
Ritz Development Company was a business enterprise established by famed Swiss hotelier César Ritz, likely involved in developing or managing his luxury hospitality ventures.
-
D.
Homart Development Company
Homart Development Company was a major U.S. shopping center developer, formerly a real estate subsidiary of Sears responsible for building and managing numerous regional malls.
-
E.
United Development Company
United Development Company is a Qatari public shareholding company known for leading major real estate and infrastructure projects, including large-scale mixed-use developments.
- F. None of above. chosen
Provenance (2 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_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6769414488190b38e07fd1e989aba |
completed | April 20, 2026, 6:55 p.m. |
Created at: April 16, 2026, 11:08 a.m.