Triple
T4978487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost |
E111824
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
William Frost
William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
|
E486530
|
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: William Frost | Statement: [Frost, hasNotableBearer, William Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Frost Context triple: [Frost, hasNotableBearer, William Frost]
-
A.
Elliott Frost
Elliott Frost was one of the children of renowned American poet Robert Frost.
-
B.
John Frost
John Frost was a 19th-century Welsh Chartist leader best known for leading the 1839 Newport Rising, one of the most significant armed uprisings in British working-class history.
-
C.
Martin Frost
Martin Frost is an American Democratic politician who served for many years in the U.S. House of Representatives from Texas and was a prominent party leader on congressional redistricting and budget issues.
-
D.
Elias Conway
Elias Conway was an American politician who served as the fifth governor of Arkansas in the mid-19th century.
-
E.
Nathaniel Moran
Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
- 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: William Frost Triple: [Frost, hasNotableBearer, William Frost]
Generated description
William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Frost Target entity description: William Frost is a relatively obscure historical figure whose name is notably associated with the surname Frost.
-
A.
Elliott Frost
Elliott Frost was one of the children of renowned American poet Robert Frost.
-
B.
John Frost
John Frost was a 19th-century Welsh Chartist leader best known for leading the 1839 Newport Rising, one of the most significant armed uprisings in British working-class history.
-
C.
Martin Frost
Martin Frost is an American Democratic politician who served for many years in the U.S. House of Representatives from Texas and was a prominent party leader on congressional redistricting and budget issues.
-
D.
Elias Conway
Elias Conway was an American politician who served as the fifth governor of Arkansas in the mid-19th century.
-
E.
Nathaniel Moran
Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7232bd8c8190b325c9198e8b2fa1 |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be924befc08190a077adca99fb4b86 |
completed | March 21, 2026, 12:42 p.m. |
| NEDg | Description generation | batch_69be942dac9c8190a5861ca0aaa44c90 |
completed | March 21, 2026, 12:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be94a7e15481908f17feafb593b97b |
completed | March 21, 2026, 12:52 p.m. |
Created at: March 20, 2026, 1:33 p.m.