Triple
T9729819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillsdale Shopping Center |
E235709
|
entity |
| Predicate | previousOwner |
P347
|
FINISHED |
| Object |
Bohannon Development Company
Bohannon Development Company is a real estate development firm historically known for developing and owning major commercial properties in California, including regional shopping centers.
|
E817518
|
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: Bohannon Development Company | Statement: [Hillsdale Shopping Center, previousOwner, Bohannon Development Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bohannon Development Company Context triple: [Hillsdale Shopping Center, previousOwner, Bohannon Development Company]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Kemper Development Company
Kemper Development Company is a privately held real estate development and management firm best known for creating and operating major mixed-use retail and office properties in downtown Bellevue, Washington.
-
E.
Barksdale Management Corporation
Barksdale Management Corporation is an investment firm established by former Netscape CEO and tech executive Jim Barksdale.
- 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: Bohannon Development Company Triple: [Hillsdale Shopping Center, previousOwner, Bohannon Development Company]
Generated description
Bohannon Development Company is a real estate development firm historically known for developing and owning major commercial properties in California, including regional shopping centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bohannon Development Company Target entity description: Bohannon Development Company is a real estate development firm historically known for developing and owning major commercial properties in California, including regional shopping centers.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Kemper Development Company
Kemper Development Company is a privately held real estate development and management firm best known for creating and operating major mixed-use retail and office properties in downtown Bellevue, Washington.
-
E.
Barksdale Management Corporation
Barksdale Management Corporation is an investment firm established by former Netscape CEO and tech executive Jim Barksdale.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eb0ff488190ac32ed304a3cd3bc |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb5f5bc8190ae53bc5c165b5ac7 |
completed | April 4, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69d1a482c0bc81908c3c7ae7c2f19473 |
completed | April 4, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a83336308190acb209223da11766 |
completed | April 5, 2026, 12:09 a.m. |
Created at: March 30, 2026, 8:21 p.m.