Triple
T18204397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | T5 |
E435867
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Colin Raffel
Colin Raffel is a machine learning researcher best known for leading the development of the T5 (Text-to-Text Transfer Transformer) model and contributing influential work in natural language processing and transfer learning.
|
E1312421
|
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: Colin Raffel | Statement: [T5, introducedBy, Colin Raffel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colin Raffel Context triple: [T5, introducedBy, Colin Raffel]
-
A.
Philip Dorn
Philip Dorn was a Dutch-born actor known for his roles in Hollywood films of the 1940s, often portraying dignified European characters.
-
B.
Allan Rich
Allan Rich is an American songwriter best known for co-writing numerous pop and R&B hits for artists such as Whitney Houston and Natalie Cole.
-
C.
Carl Phillips
Carl Phillips is an acclaimed American poet and professor known for his lyrical explorations of desire, morality, and identity.
-
D.
Brian Beattie
Brian Beattie is an American musician, producer, and arranger known for his inventive orchestral and studio work with indie and alternative artists.
-
E.
Glenn Chadwick
Glenn Chadwick is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
- 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: Colin Raffel Triple: [T5, introducedBy, Colin Raffel]
Generated description
Colin Raffel is a machine learning researcher best known for leading the development of the T5 (Text-to-Text Transfer Transformer) model and contributing influential work in natural language processing and transfer learning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colin Raffel Target entity description: Colin Raffel is a machine learning researcher best known for leading the development of the T5 (Text-to-Text Transfer Transformer) model and contributing influential work in natural language processing and transfer learning.
-
A.
Philip Dorn
Philip Dorn was a Dutch-born actor known for his roles in Hollywood films of the 1940s, often portraying dignified European characters.
-
B.
Allan Rich
Allan Rich is an American songwriter best known for co-writing numerous pop and R&B hits for artists such as Whitney Houston and Natalie Cole.
-
C.
Carl Phillips
Carl Phillips is an acclaimed American poet and professor known for his lyrical explorations of desire, morality, and identity.
-
D.
Brian Beattie
Brian Beattie is an American musician, producer, and arranger known for his inventive orchestral and studio work with indie and alternative artists.
-
E.
Glenn Chadwick
Glenn Chadwick is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.