Triple
T4233943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyes Hot Springs |
E94646
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Henry Ernest Boyes
Henry Ernest Boyes was an early settler and developer associated with the hot spring resort area that became known as Boyes Hot Springs in Sonoma County, California.
|
E438580
|
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: Henry Ernest Boyes | Statement: [Boyes Hot Springs, namedAfter, Henry Ernest Boyes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henry Ernest Boyes Context triple: [Boyes Hot Springs, namedAfter, Henry Ernest Boyes]
-
A.
Henry Elliott Johnston
Henry Elliott Johnston was the husband of Harriet Lane, who served as First Lady of the United States during the presidency of her uncle, James Buchanan.
-
B.
Edward George Bowen
Edward George Bowen was a Welsh physicist and radar pioneer whose work on airborne radar during World War II was crucial to the development of modern radar technology.
-
C.
W. W. Hodkinson
W. W. Hodkinson was an early American film industry pioneer known as the “Father of Film Distribution” for creating the first nationwide movie distribution system and helping establish Paramount Pictures.
-
D.
William Dewhurst
William Dewhurst was an actor known for his role in the early 20th-century film "Sabotage."
-
E.
Henry Beadman Bryant
Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
- 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: Henry Ernest Boyes Triple: [Boyes Hot Springs, namedAfter, Henry Ernest Boyes]
Generated description
Henry Ernest Boyes was an early settler and developer associated with the hot spring resort area that became known as Boyes Hot Springs in Sonoma County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Henry Ernest Boyes Target entity description: Henry Ernest Boyes was an early settler and developer associated with the hot spring resort area that became known as Boyes Hot Springs in Sonoma County, California.
-
A.
Henry Elliott Johnston
Henry Elliott Johnston was the husband of Harriet Lane, who served as First Lady of the United States during the presidency of her uncle, James Buchanan.
-
B.
Edward George Bowen
Edward George Bowen was a Welsh physicist and radar pioneer whose work on airborne radar during World War II was crucial to the development of modern radar technology.
-
C.
W. W. Hodkinson
W. W. Hodkinson was an early American film industry pioneer known as the “Father of Film Distribution” for creating the first nationwide movie distribution system and helping establish Paramount Pictures.
-
D.
William Dewhurst
William Dewhurst was an actor known for his role in the early 20th-century film "Sabotage."
-
E.
Henry Beadman Bryant
Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e6705548190b695b3789d713b4a |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5b3f5b88190bda71f9f053e67d7 |
completed | March 14, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_69b5f65e9bec819082c33b0c066cd42b |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5fa90f6a48190a27dfeb65f705225 |
completed | March 15, 2026, 12:17 a.m. |
Created at: March 12, 2026, 11:05 p.m.