Triple
T15196002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dirty Projectors |
E363139
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Kimberly Loya
Kimberly Loya is a former member of the experimental indie rock band Dirty Projectors.
|
E1349768
|
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: Kimberly Loya | Statement: [Dirty Projectors, hasFormerMember, Kimberly Loya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kimberly Loya Context triple: [Dirty Projectors, hasFormerMember, Kimberly Loya]
-
A.
Kimberly Schlapman
Kimberly Schlapman is an American country singer best known as a founding member and vocalist of the Grammy-winning group Little Big Town.
-
B.
Kimberly Krysiuk
Kimberly Krysiuk is a writer known for her work on the series "Baby Mama."
-
C.
Nicole Shanahan
Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
-
D.
Lisa Gottsegen
Lisa Gottsegen is an American businesswoman and philanthropist best known as the longtime wife of actor Dustin Hoffman.
-
E.
Kelly Dombrowski
Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
- 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: Kimberly Loya Triple: [Dirty Projectors, hasFormerMember, Kimberly Loya]
Generated description
Kimberly Loya is a former member of the experimental indie rock band Dirty Projectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kimberly Loya Target entity description: Kimberly Loya is a former member of the experimental indie rock band Dirty Projectors.
-
A.
Kimberly Schlapman
Kimberly Schlapman is an American country singer best known as a founding member and vocalist of the Grammy-winning group Little Big Town.
-
B.
Kimberly Krysiuk
Kimberly Krysiuk is a writer known for her work on the series "Baby Mama."
-
C.
Nicole Shanahan
Nicole Shanahan is an American attorney, legal tech entrepreneur, and philanthropist known for founding the patent management company ClearAccessIP and for her high-profile marriage to Google co-founder Sergey Brin.
-
D.
Lisa Gottsegen
Lisa Gottsegen is an American businesswoman and philanthropist best known as the longtime wife of actor Dustin Hoffman.
-
E.
Kelly Dombrowski
Kelly Dombrowski is an individual notable for bearing the surname Dombrowski, though specific widely recognized public achievements or roles are not well documented.
- 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_69d85a09a39c81908759f23268e2d408 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0067fcc788190abdc083d4eadeb36 |
completed | April 15, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0590f57a6c8190b11b43fc79c2956b |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a0594f351fc8190bbc88900cdafbdde |
completed | May 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05962396e08190bcf4327b9c2b02ee |
completed | May 14, 2026, 9:30 a.m. |
Created at: April 10, 2026, 3:10 a.m.