Triple
T9258875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medium (TV series) |
E222518
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
David Cubitt
David Cubitt is a Canadian actor best known for his roles in television dramas, including a prominent part in the supernatural series "Medium."
|
E788945
|
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: David Cubitt | Statement: [Medium (TV series), starring, David Cubitt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Cubitt Context triple: [Medium (TV series), starring, David Cubitt]
-
A.
Nigel Shadbolt
Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
-
B.
Stephen Trott
Stephen Trott is an American lawyer and former federal official who later served as a judge on the U.S. Court of Appeals for the Ninth Circuit.
-
C.
Graham Dumpleton
Graham Dumpleton is a software engineer and open-source developer best known for creating and maintaining mod_wsgi, a popular Apache module for hosting Python web applications.
-
D.
Michael Cates
Michael Cates is a British physicist renowned for his work in soft condensed matter and statistical mechanics, and for holding one of the most prestigious mathematics chairs at the University of Cambridge.
-
E.
David J. Wetherall
David J. Wetherall is a computer scientist and academic known for his influential work and textbooks in computer networking.
- 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: David Cubitt Triple: [Medium (TV series), starring, David Cubitt]
Generated description
David Cubitt is a Canadian actor best known for his roles in television dramas, including a prominent part in the supernatural series "Medium."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Cubitt Target entity description: David Cubitt is a Canadian actor best known for his roles in television dramas, including a prominent part in the supernatural series "Medium."
-
A.
Nigel Shadbolt
Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
-
B.
Stephen Trott
Stephen Trott is an American lawyer and former federal official who later served as a judge on the U.S. Court of Appeals for the Ninth Circuit.
-
C.
Graham Dumpleton
Graham Dumpleton is a software engineer and open-source developer best known for creating and maintaining mod_wsgi, a popular Apache module for hosting Python web applications.
-
D.
Michael Cates
Michael Cates is a British physicist renowned for his work in soft condensed matter and statistical mechanics, and for holding one of the most prestigious mathematics chairs at the University of Cambridge.
-
E.
David J. Wetherall
David J. Wetherall is a computer scientist and academic known for his influential work and textbooks in computer networking.
- 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd0714317481908405f857a4f49e74 |
completed | April 1, 2026, 11:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09bf225608190ade085302946dd8f |
completed | April 4, 2026, 5:04 a.m. |
| NEDg | Description generation | batch_69d09dc3ccb08190a70e278a67249070 |
completed | April 4, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e3f211c819087b9e75f0d8faf93 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:32 p.m.