Triple
T4978475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost |
E111824
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | John Frost |
E440231
|
NE FINISHED |
How this triple was built (2 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: John Frost | Statement: [Frost, hasNotableBearer, John Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Frost Context triple: [Frost, hasNotableBearer, John Frost]
-
A.
John Frost
chosen
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.
-
B.
John Frostbrug
John Frostbrug is a historic road bridge in Arnhem, Netherlands, famously associated with the World War II Battle of Arnhem during Operation Market Garden.
-
C.
Wilfred Little
Wilfred Little was one of the children of Louise Little and a sibling of Malcolm X, belonging to the family central to the civil rights leader’s early life.
-
D.
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.
-
E.
Stephen Wraysford
Stephen Wraysford is the central character in Sebastian Faulks’s World War I novel "Birdsong," whose experiences in love and on the Western Front explore the psychological and emotional toll of the war.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69be8a0ac8d48190b9d050e26b67a794 |
completed | March 21, 2026, 12:07 p.m. |
Created at: March 20, 2026, 1:33 p.m.