Triple
T19755165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reamde |
E474482
|
entity |
| Predicate | protagonist |
P268
|
FINISHED |
| Object |
Richard Forthrast
Richard Forthrast is a wealthy, eccentric tech entrepreneur and former marijuana smuggler who becomes entangled in a high-stakes cybercrime and terrorism plot in Neal Stephenson’s novel "Reamde."
|
E1394778
|
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: Richard Forthrast | Statement: [Reamde, protagonist, Richard Forthrast]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Forthrast Context triple: [Reamde, protagonist, Richard Forthrast]
-
A.
Andrew DeRoberts
Andrew DeRoberts is a music producer and songwriter known for his work in contemporary country music.
-
B.
Brian J. Reynolds
Brian J. Reynolds is a cinematographer best known for his work on the crime film "Gang Related."
-
C.
Tharon Musser
Tharon Musser was a pioneering American lighting designer renowned for revolutionizing Broadway lighting with her innovative use of computerized systems on landmark productions.
-
D.
Jeff Gillen
Jeff Gillen was an American actor and filmmaker best known for co-directing the cult horror film "Deranged" and appearing in movies such as "A Christmas Story."
-
E.
Stephen Trask
Stephen Trask is an American composer and musician best known for his work on the rock musical and film "Hedwig and the Angry Inch" and for scoring various independent films.
- 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: Richard Forthrast Triple: [Reamde, protagonist, Richard Forthrast]
Generated description
Richard Forthrast is a wealthy, eccentric tech entrepreneur and former marijuana smuggler who becomes entangled in a high-stakes cybercrime and terrorism plot in Neal Stephenson’s novel "Reamde."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Forthrast Target entity description: Richard Forthrast is a wealthy, eccentric tech entrepreneur and former marijuana smuggler who becomes entangled in a high-stakes cybercrime and terrorism plot in Neal Stephenson’s novel "Reamde."
-
A.
Andrew DeRoberts
Andrew DeRoberts is a music producer and songwriter known for his work in contemporary country music.
-
B.
Brian J. Reynolds
Brian J. Reynolds is a cinematographer best known for his work on the crime film "Gang Related."
-
C.
Tharon Musser
Tharon Musser was a pioneering American lighting designer renowned for revolutionizing Broadway lighting with her innovative use of computerized systems on landmark productions.
-
D.
Jeff Gillen
Jeff Gillen was an American actor and filmmaker best known for co-directing the cult horror film "Deranged" and appearing in movies such as "A Christmas Story."
-
E.
Stephen Trask
Stephen Trask is an American composer and musician best known for his work on the rock musical and film "Hedwig and the Angry Inch" and for scoring various independent films.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6529dada081909c5b4d65247c6032 |
completed | April 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd67064081908839a408b0e746e1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07bde28e848190aaa9c4a06b31bdb6 |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bed4c8d8819094fafce7eee69ee7 |
completed | May 16, 2026, 12:48 a.m. |
Created at: April 10, 2026, 1:48 p.m.