Triple
T20426827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill Bryson |
E501023
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Cynthia Billen
Cynthia Billen is the wife of American-British author Bill Bryson, known for her long-standing, largely private partnership with the celebrated travel and popular science writer.
|
E1432303
|
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: Cynthia Billen | Statement: [Bill Bryson, spouse, Cynthia Billen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cynthia Billen Context triple: [Bill Bryson, spouse, Cynthia Billen]
-
A.
Cynthia Secunda
Cynthia Secunda is known as the wife of billionaire Bloomberg co-founder Thomas Secunda and is associated with his extensive philanthropic activities.
-
B.
Cynthia Barboza
Cynthia Barboza is an American volleyball player and former Stanford University standout who competed for the U.S. national team.
-
C.
Kathleen Avila
Kathleen Avila is a fictional character appearing in the crime drama film "Internal Affairs."
-
D.
Kathleen Blanco
Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
-
E.
Cynthia Bailey
Cynthia Bailey is an American model, actress, and television personality best known for her long-running role on the reality series *The Real Housewives of Atlanta*.
- 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: Cynthia Billen Triple: [Bill Bryson, spouse, Cynthia Billen]
Generated description
Cynthia Billen is the wife of American-British author Bill Bryson, known for her long-standing, largely private partnership with the celebrated travel and popular science writer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cynthia Billen Target entity description: Cynthia Billen is the wife of American-British author Bill Bryson, known for her long-standing, largely private partnership with the celebrated travel and popular science writer.
-
A.
Cynthia Secunda
Cynthia Secunda is known as the wife of billionaire Bloomberg co-founder Thomas Secunda and is associated with his extensive philanthropic activities.
-
B.
Cynthia Barboza
Cynthia Barboza is an American volleyball player and former Stanford University standout who competed for the U.S. national team.
-
C.
Kathleen Avila
Kathleen Avila is a fictional character appearing in the crime drama film "Internal Affairs."
-
D.
Kathleen Blanco
Kathleen Blanco was an American Democratic politician who served as the first female governor of Louisiana, leading the state during the devastation of Hurricane Katrina.
-
E.
Cynthia Bailey
Cynthia Bailey is an American model, actress, and television personality best known for her long-running role on the reality series *The Real Housewives of Atlanta*.
- 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_69e0b4aa68fc8190b1a14c55575ef04a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67ba9700481909fa23493f98095d1 |
completed | April 20, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088b05b2e4819083bd4f6b0c057b79 |
completed | May 16, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_6a088b9ad66c81909da34830d291d2ce |
completed | May 16, 2026, 3:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088c028948819087b53192ee5c51c6 |
completed | May 16, 2026, 3:23 p.m. |
Created at: April 16, 2026, 11:30 a.m.