Triple
T1817907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greenwich High School |
E40475
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Heather Dubrow
Heather Dubrow is an American actress and television personality best known as a cast member on the reality series "The Real Housewives of Orange County."
|
E254621
|
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: Heather Dubrow | Statement: [Greenwich High School, notableAlumnus, Heather Dubrow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Dubrow Context triple: [Greenwich High School, notableAlumnus, Heather Dubrow]
-
A.
Erica Sherover
Erica Sherover was a scholar and activist best known as the partner and later wife of critical theorist Herbert Marcuse, with whom she collaborated intellectually and politically.
-
B.
Melissa Stark
Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
-
C.
Dana Glauberman
Dana Glauberman is an American film editor known for her work on numerous high-profile feature films and collaborations with director Jason Reitman.
-
D.
Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
-
E.
Alanna Heiss
Alanna Heiss is an American curator and arts administrator best known for pioneering alternative art spaces and founding the influential contemporary art institution MoMA PS1 in New York City.
- 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: Heather Dubrow Triple: [Greenwich High School, notableAlumnus, Heather Dubrow]
Generated description
Heather Dubrow is an American actress and television personality best known as a cast member on the reality series "The Real Housewives of Orange County."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather Dubrow Target entity description: Heather Dubrow is an American actress and television personality best known as a cast member on the reality series "The Real Housewives of Orange County."
-
A.
Erica Sherover
Erica Sherover was a scholar and activist best known as the partner and later wife of critical theorist Herbert Marcuse, with whom she collaborated intellectually and politically.
-
B.
Melissa Stark
Melissa Stark is an American television sportscaster best known for her work as a sideline reporter on NFL broadcasts.
-
C.
Dana Glauberman
Dana Glauberman is an American film editor known for her work on numerous high-profile feature films and collaborations with director Jason Reitman.
-
D.
Melissa Rosenberg
Melissa Rosenberg is an American screenwriter and producer best known for adapting the Twilight Saga films and creating the Marvel television series Jessica Jones.
-
E.
Alanna Heiss
Alanna Heiss is an American curator and arts administrator best known for pioneering alternative art spaces and founding the influential contemporary art institution MoMA PS1 in New York City.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f7b84081909005ce36ef1199db |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae8929b30c8190b21f16bcb6225406 |
completed | March 9, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69ae89f8065481909113606b0f8f1cca |
completed | March 9, 2026, 8:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8a9a5c508190b44cdddcb22d0a6c |
completed | March 9, 2026, 8:53 a.m. |
Created at: March 4, 2026, 7:32 p.m.