Triple
T4978481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost |
E111824
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ralph Frost
Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
|
E527325
|
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: Ralph Frost | Statement: [Frost, hasNotableBearer, Ralph Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Frost Context triple: [Frost, hasNotableBearer, Ralph Frost]
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
Ralph Furley
Ralph Furley is the flamboyantly dressed, bumbling landlord character from the sitcom "Three's Company," known for his exaggerated reactions and comic misunderstandings.
-
C.
Ralph Winter
Ralph Winter is an American film producer best known for his work on major genre franchises such as the X-Men series and the Star Trek films.
-
D.
Ralph Carter
Ralph Carter is an American actor and singer best known for playing Michael Evans, the youngest son, on the 1970s sitcom "Good Times."
-
E.
Ralph Freeman
Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
- 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: Ralph Frost Triple: [Frost, hasNotableBearer, Ralph Frost]
Generated description
Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Frost Target entity description: Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
Ralph Furley
Ralph Furley is the flamboyantly dressed, bumbling landlord character from the sitcom "Three's Company," known for his exaggerated reactions and comic misunderstandings.
-
C.
Ralph Winter
Ralph Winter is an American film producer best known for his work on major genre franchises such as the X-Men series and the Star Trek films.
-
D.
Ralph Carter
Ralph Carter is an American actor and singer best known for playing Michael Evans, the youngest son, on the 1970s sitcom "Good Times."
-
E.
Ralph Freeman
Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
- 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_69bfe31f64c88190b093e2bd65ae731b |
completed | March 22, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69bfe3ba92bc81908eee2923a2c8d16a |
completed | March 22, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe4d171c48190b0f0011f0a668ad6 |
completed | March 22, 2026, 12:47 p.m. |
Created at: March 20, 2026, 1:33 p.m.