Triple
T10513511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Frears |
E247974
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Frears
Frears is the surname of Stephen Frears, the acclaimed British film director known for works such as "Dangerous Liaisons," "The Queen," and "Philomena."
|
E869144
|
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: Frears | Statement: [Stephen Frears, familyName, Frears]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frears Context triple: [Stephen Frears, familyName, Frears]
-
A.
Friels
Friels is a surname most notably associated with Australian actor Colin Friels.
-
B.
Frewer
Frewer is a surname most notably associated with Canadian-American actor Matt Frewer, known for portraying the character Max Headroom.
-
C.
Frere
Frere is an English surname most notably associated with Sir Henry Bartle Frere, a 19th-century British colonial administrator and diplomat.
-
D.
Flecher
Flecher is a variant spelling of the surname Fletcher, which traditionally refers to a maker or seller of arrows.
-
E.
Flaherty
Flaherty is an unincorporated community located in Meade County, Kentucky, United States.
- 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: Frears Triple: [Stephen Frears, familyName, Frears]
Generated description
Frears is the surname of Stephen Frears, the acclaimed British film director known for works such as "Dangerous Liaisons," "The Queen," and "Philomena."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frears Target entity description: Frears is the surname of Stephen Frears, the acclaimed British film director known for works such as "Dangerous Liaisons," "The Queen," and "Philomena."
-
A.
Friels
Friels is a surname most notably associated with Australian actor Colin Friels.
-
B.
Frewer
Frewer is a surname most notably associated with Canadian-American actor Matt Frewer, known for portraying the character Max Headroom.
-
C.
Frere
Frere is an English surname most notably associated with Sir Henry Bartle Frere, a 19th-century British colonial administrator and diplomat.
-
D.
Flecher
Flecher is a variant spelling of the surname Fletcher, which traditionally refers to a maker or seller of arrows.
-
E.
Flaherty
Flaherty is an unincorporated community located in Meade County, Kentucky, United States.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509ca214481909b3ed9265e7a6704 |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90de6e9508190a1cdf348ec542dd5 |
completed | April 10, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69d9107c75108190994939ab46aa642f |
completed | April 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9154c922c81909991f87f89c083cd |
completed | April 10, 2026, 3:20 p.m. |
Created at: April 6, 2026, 12:27 p.m.