Triple
T13258233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julien Lowe |
E315718
|
entity |
| Predicate | partner |
P1136
|
FINISHED |
| Object |
Danny Sofer
Danny Sofer is a character from the television series "The Shield," known as a dedicated and tough patrol officer in the LAPD's Farmington district.
|
E1042342
|
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: Danny Sofer | Statement: [Julien Lowe, partner, Danny Sofer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Sofer Context triple: [Julien Lowe, partner, Danny Sofer]
-
A.
Mark Rosner
Mark Rosner is a screenwriter best known for co-writing the 1996 action film "The Rock."
-
B.
Dan Shulman
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
-
C.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
D.
Shai Friedman
Shai Friedman is a person notable enough to be recognized as a bearer of the surname Friedman, though specific widely known public details about them are not provided.
-
E.
Jeremy Yaffe
Jeremy Yaffe is an American nurse best known as the first wife of actor Alan Arkin and the mother of actor Adam Arkin.
- 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: Danny Sofer Triple: [Julien Lowe, partner, Danny Sofer]
Generated description
Danny Sofer is a character from the television series "The Shield," known as a dedicated and tough patrol officer in the LAPD's Farmington district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Sofer Target entity description: Danny Sofer is a character from the television series "The Shield," known as a dedicated and tough patrol officer in the LAPD's Farmington district.
-
A.
Mark Rosner
Mark Rosner is a screenwriter best known for co-writing the 1996 action film "The Rock."
-
B.
Dan Shulman
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
-
C.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
D.
Shai Friedman
Shai Friedman is a person notable enough to be recognized as a bearer of the surname Friedman, though specific widely known public details about them are not provided.
-
E.
Jeremy Yaffe
Jeremy Yaffe is an American nurse best known as the first wife of actor Alan Arkin and the mother of actor Adam Arkin.
- 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_69d806b1d9ac8190852c5571d5bd5f0f |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98f778088819082b8a596c04bfe02 |
completed | April 11, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f74610b2c481909497296e999226e8 |
completed | May 3, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_69f74b744de88190b0d9dad1c91b11af |
completed | May 3, 2026, 1:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74befe7008190a059c8ec7b25f134 |
completed | May 3, 2026, 1:21 p.m. |
Created at: April 9, 2026, 9:25 p.m.