Triple
T16587296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brandon Walsh |
E402991
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object |
Cindy Walsh
Cindy Walsh is a fictional mother character from the television series "Beverly Hills, 90210," known for her supportive and grounded role within the Walsh family.
|
E1267088
|
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: Cindy Walsh | Statement: [Brandon Walsh, parent, Cindy Walsh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cindy Walsh Context triple: [Brandon Walsh, parent, Cindy Walsh]
-
A.
Lori Marshall
Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
-
B.
Kayte Walsh
Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
-
C.
Kathy Walsh
Kathy Walsh is a notable individual recognized for achievements significant enough to be distinguished among others sharing the Walsh surname.
-
D.
Christine Forrest
Christine Forrest is an American actress and producer best known for her long-time collaboration and marriage with horror filmmaker George A. Romero.
-
E.
Nancy Covey
Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
- 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: Cindy Walsh Triple: [Brandon Walsh, parent, Cindy Walsh]
Generated description
Cindy Walsh is a fictional mother character from the television series "Beverly Hills, 90210," known for her supportive and grounded role within the Walsh family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cindy Walsh Target entity description: Cindy Walsh is a fictional mother character from the television series "Beverly Hills, 90210," known for her supportive and grounded role within the Walsh family.
-
A.
Lori Marshall
Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
-
B.
Kayte Walsh
Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
-
C.
Kathy Walsh
Kathy Walsh is a notable individual recognized for achievements significant enough to be distinguished among others sharing the Walsh surname.
-
D.
Christine Forrest
Christine Forrest is an American actress and producer best known for her long-time collaboration and marriage with horror filmmaker George A. Romero.
-
E.
Nancy Covey
Nancy Covey is an American music producer and tour manager known for organizing folk and world music events and for her long association with British singer-songwriter Richard Thompson.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3599daa508190a9ed6f64138c0e53 |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7de56708190ac125acc352c4e0d |
completed | May 11, 2026, 9:56 a.m. |
| NEDg | Description generation | batch_6a01a8c7ae648190a61b974f5d75bd9b |
completed | May 11, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a996e2e0819082056d3fb880e4cb |
completed | May 11, 2026, 10:04 a.m. |
Created at: April 10, 2026, 5:16 a.m.