Triple
T388791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillwood Development |
E8835
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Perot real estate ventures
Perot Real Estate Ventures is a real estate investment and development enterprise associated with the Perot family that oversees and owns major property companies such as Hillwood Development.
|
E49131
|
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: Perot real estate ventures | Statement: [Hillwood Development, partOf, Perot real estate ventures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perot real estate ventures Context triple: [Hillwood Development, partOf, Perot real estate ventures]
-
A.
Todd House
Todd House is a historic 18th-century residence in Philadelphia associated with early American history and preserved as part of Independence National Historical Park.
-
B.
Pella Corporation
Pella Corporation is a major American manufacturer of windows and doors known for its innovative, energy-efficient building products.
-
C.
The Trump Organization
The Trump Organization is a privately held American conglomerate of real estate, hospitality, and branding businesses long controlled by Donald Trump and his family.
-
D.
Stephen D. Bechtel Jr.
Stephen D. Bechtel Jr. was an American engineer and business executive who led the Bechtel Corporation into becoming one of the world’s largest engineering and construction firms and was widely recognized for his contributions to industry and public service.
-
E.
J. C. Nichols Company
J. C. Nichols Company was a prominent Kansas City real estate development firm best known for pioneering master-planned residential communities and the landmark Country Club Plaza shopping district.
- 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: Perot real estate ventures Triple: [Hillwood Development, partOf, Perot real estate ventures]
Generated description
Perot Real Estate Ventures is a real estate investment and development enterprise associated with the Perot family that oversees and owns major property companies such as Hillwood Development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perot real estate ventures Target entity description: Perot Real Estate Ventures is a real estate investment and development enterprise associated with the Perot family that oversees and owns major property companies such as Hillwood Development.
-
A.
Todd House
Todd House is a historic 18th-century residence in Philadelphia associated with early American history and preserved as part of Independence National Historical Park.
-
B.
Pella Corporation
Pella Corporation is a major American manufacturer of windows and doors known for its innovative, energy-efficient building products.
-
C.
The Trump Organization
The Trump Organization is a privately held American conglomerate of real estate, hospitality, and branding businesses long controlled by Donald Trump and his family.
-
D.
Stephen D. Bechtel Jr.
Stephen D. Bechtel Jr. was an American engineer and business executive who led the Bechtel Corporation into becoming one of the world’s largest engineering and construction firms and was widely recognized for his contributions to industry and public service.
-
E.
J. C. Nichols Company
J. C. Nichols Company was a prominent Kansas City real estate development firm best known for pioneering master-planned residential communities and the landmark Country Club Plaza shopping district.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5988708190aa86d9460cecf050 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a40351d710819093a4a84e0263164c |
completed | March 1, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69a403dc6ad8819098835ab77b4b5183 |
completed | March 1, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4043141fc8190bf5109b10a32c89a |
completed | March 1, 2026, 9:17 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.