Triple
T18643614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bumble |
E455749
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Whitney Wolfe Herd
Whitney Wolfe Herd is an American entrepreneur and billionaire best known as the founder and CEO of the female-focused dating app Bumble and a prominent advocate for women in tech.
|
E1335154
|
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: Whitney Wolfe Herd | Statement: [Bumble, founder, Whitney Wolfe Herd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whitney Wolfe Herd Context triple: [Bumble, founder, Whitney Wolfe Herd]
-
A.
Jennie Snyder Urman
Jennie Snyder Urman is an American television writer and producer best known as the creator and showrunner of the critically acclaimed series "Jane the Virgin."
-
B.
Jonathan Taylor Weiss
Jonathan Taylor Weiss is the birth name of Jonathan Taylor Thomas, an American actor best known for his role as Randy Taylor on the sitcom "Home Improvement."
-
C.
Melanie Barnett
Melanie Barnett is the ambitious medical student-turned-doctor and central protagonist of the TV series "The Game," whose personal and professional life intertwines with the world of professional football.
-
D.
Emily Kinney
Emily Kinney is an American actress and singer best known for her role as Beth Greene on the television series "The Walking Dead."
-
E.
Lane Bryant
Lane Bryant is an American retail clothing brand specializing in plus-size women's apparel and accessories.
- 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: Whitney Wolfe Herd Triple: [Bumble, founder, Whitney Wolfe Herd]
Generated description
Whitney Wolfe Herd is an American entrepreneur and billionaire best known as the founder and CEO of the female-focused dating app Bumble and a prominent advocate for women in tech.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whitney Wolfe Herd Target entity description: Whitney Wolfe Herd is an American entrepreneur and billionaire best known as the founder and CEO of the female-focused dating app Bumble and a prominent advocate for women in tech.
-
A.
Jennie Snyder Urman
Jennie Snyder Urman is an American television writer and producer best known as the creator and showrunner of the critically acclaimed series "Jane the Virgin."
-
B.
Jonathan Taylor Weiss
Jonathan Taylor Weiss is the birth name of Jonathan Taylor Thomas, an American actor best known for his role as Randy Taylor on the sitcom "Home Improvement."
-
C.
Melanie Barnett
Melanie Barnett is the ambitious medical student-turned-doctor and central protagonist of the TV series "The Game," whose personal and professional life intertwines with the world of professional football.
-
D.
Emily Kinney
Emily Kinney is an American actress and singer best known for her role as Beth Greene on the television series "The Walking Dead."
-
E.
Lane Bryant
Lane Bryant is an American retail clothing brand specializing in plus-size women's apparel and accessories.
- 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5500b6d7c8190b807b772980d913c |
completed | April 19, 2026, 9:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d865fc48190a11ed96ebfdca50d |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a051058f5788190b782a39feb7f6111 |
completed | May 13, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0510fc0d1081908970c91357bb3444 |
completed | May 14, 2026, 12:02 a.m. |
Created at: April 10, 2026, 11:47 a.m.