Triple
T10792731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather Dubrow |
E254621
|
entity |
| Predicate | seasonOfRealHousewivesAppearance |
P14029
|
FINISHED |
| Object |
The Real Housewives of Orange County season 9
The Real Housewives of Orange County season 9 is a 2014 installment of Bravo’s long-running reality series that follows the personal and social dramas of affluent women living in Orange County, California.
|
E887949
|
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: The Real Housewives of Orange County season 9 | Statement: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 9]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Real Housewives of Orange County season 9 Context triple: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 9]
-
A.
The Real Housewives of Orange County season 8
The Real Housewives of Orange County season 8 is a reality TV season that follows the personal and social dramas of affluent women living in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
-
B.
The Real Housewives of Orange County season 7
The Real Housewives of Orange County season 7 is a reality TV season that follows the personal and social lives of affluent women in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
-
C.
The Real Housewives of Orange County season 16
The Real Housewives of Orange County season 16 is a reality TV season that continues the long-running Bravo franchise by following the personal and social dramas of affluent women living in Orange County, California.
-
D.
The Real Housewives
The Real Housewives is a popular American reality television franchise that follows the personal and professional lives of affluent women in various cities.
-
E.
The Hotwives of Orlando
The Hotwives of Orlando is a satirical comedy series that parodies reality TV housewife franchises, featuring an ensemble cast of comedians including Michael Ian Black.
- 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: The Real Housewives of Orange County season 9 Triple: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 9]
Generated description
The Real Housewives of Orange County season 9 is a 2014 installment of Bravo’s long-running reality series that follows the personal and social dramas of affluent women living in Orange County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Real Housewives of Orange County season 9 Target entity description: The Real Housewives of Orange County season 9 is a 2014 installment of Bravo’s long-running reality series that follows the personal and social dramas of affluent women living in Orange County, California.
-
A.
The Real Housewives of Orange County season 8
The Real Housewives of Orange County season 8 is a reality TV season that follows the personal and social dramas of affluent women living in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
-
B.
The Real Housewives of Orange County season 7
The Real Housewives of Orange County season 7 is a reality TV season that follows the personal and social lives of affluent women in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
-
C.
The Real Housewives of Orange County season 16
The Real Housewives of Orange County season 16 is a reality TV season that continues the long-running Bravo franchise by following the personal and social dramas of affluent women living in Orange County, California.
-
D.
The Real Housewives
The Real Housewives is a popular American reality television franchise that follows the personal and professional lives of affluent women in various cities.
-
E.
The Hotwives of Orlando
The Hotwives of Orlando is a satirical comedy series that parodies reality TV housewife franchises, featuring an ensemble cast of comedians including Michael Ian Black.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732f7ad408190af4727dd9d459498 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de84f1fdfc8190a31a13ae434e56c1 |
completed | April 14, 2026, 6:18 p.m. |
| NEDg | Description generation | batch_69de8e6f3fac8190bcd1675978d6d6d7 |
completed | April 14, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8fa679cc81909cb51035e5403ce9 |
completed | April 14, 2026, 7:04 p.m. |
Created at: April 8, 2026, 9:17 p.m.