Triple
T8842906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Underground Railroad |
E210430
|
entity |
| Predicate | portrayedBy |
P1507
|
FINISHED |
| Object |
Amber Gray
Amber Gray is an American actress and singer known for her acclaimed stage and screen performances, including prominent roles in productions like the musical "Hadestown" and various television dramas.
|
E774031
|
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: Amber Gray | Statement: [The Underground Railroad, portrayedBy, Amber Gray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Gray Context triple: [The Underground Railroad, portrayedBy, Amber Gray]
-
A.
Amber Atkins
Amber Atkins is the ambitious small-town teenager and beauty pageant contestant portrayed by Kirsten Dunst in the dark comedy film "Drop Dead Gorgeous."
-
B.
Melora Hardin
Melora Hardin is an American actress and singer best known for her roles in television series such as "The Office" and "Monk," as well as numerous film and stage performances.
-
C.
Amber Scott
Amber Scott is a prominent Australian ballerina renowned for her long-standing career as a principal artist with The Australian Ballet.
-
D.
Lilly McDowell
Lilly McDowell is an American actress known for roles in film and television and as the daughter of actors Mary Steenburgen and Malcolm McDowell.
-
E.
Keely Shaye Smith
Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
- 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: Amber Gray Triple: [The Underground Railroad, portrayedBy, Amber Gray]
Generated description
Amber Gray is an American actress and singer known for her acclaimed stage and screen performances, including prominent roles in productions like the musical "Hadestown" and various television dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amber Gray Target entity description: Amber Gray is an American actress and singer known for her acclaimed stage and screen performances, including prominent roles in productions like the musical "Hadestown" and various television dramas.
-
A.
Amber Atkins
Amber Atkins is the ambitious small-town teenager and beauty pageant contestant portrayed by Kirsten Dunst in the dark comedy film "Drop Dead Gorgeous."
-
B.
Melora Hardin
Melora Hardin is an American actress and singer best known for her roles in television series such as "The Office" and "Monk," as well as numerous film and stage performances.
-
C.
Amber Scott
Amber Scott is a prominent Australian ballerina renowned for her long-standing career as a principal artist with The Australian Ballet.
-
D.
Lilly McDowell
Lilly McDowell is an American actress known for roles in film and television and as the daughter of actors Mary Steenburgen and Malcolm McDowell.
-
E.
Keely Shaye Smith
Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
- 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_69ca838967bc8190b46c3c80a2887ea4 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc608946cc8190bed3c340ba303b9c |
completed | April 1, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeb0dab088190b842b20f8a7bc7a0 |
completed | April 3, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_69cfec4515308190be32a295619babdb |
completed | April 3, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfecdc70048190813f715153ca0f0e |
completed | April 3, 2026, 4:37 p.m. |
Created at: March 30, 2026, 6:48 p.m.