Triple
T9984052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justified |
E196521
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Rachel Brooks
Rachel Brooks is a recurring character on the TV series "Justified," known for being a principled and capable deputy U.S. Marshal working alongside Raylan Givens.
|
E834385
|
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: Rachel Brooks | Statement: [Justified, character, Rachel Brooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rachel Brooks Context triple: [Justified, character, Rachel Brooks]
-
A.
Kate Burroughs
Kate Burroughs is the central protagonist of the film "The Four Seasons," around whom the story’s relationships and events revolve.
-
B.
Kate Barry
Kate Barry was a British-French photographer known for her intimate portraits of artists and celebrities, and as the daughter of Jane Birkin and composer John Barry.
-
C.
Taylor Nichols
Taylor Nichols is an American actor known for his roles in independent films and ensemble dramas, including the finance thriller "Boiler Room."
-
D.
Stephanie Bishop
Stephanie Bishop is an actress known for her role in the British drama film "Looking for Eric," directed by Ken Loach.
-
E.
April Burns
April Burns is the rebellious, estranged young woman at the center of the indie film "Pieces of April," who attempts to host a Thanksgiving dinner to reconnect with her dysfunctional family.
- 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: Rachel Brooks Triple: [Justified, character, Rachel Brooks]
Generated description
Rachel Brooks is a recurring character on the TV series "Justified," known for being a principled and capable deputy U.S. Marshal working alongside Raylan Givens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rachel Brooks Target entity description: Rachel Brooks is a recurring character on the TV series "Justified," known for being a principled and capable deputy U.S. Marshal working alongside Raylan Givens.
-
A.
Kate Burroughs
Kate Burroughs is the central protagonist of the film "The Four Seasons," around whom the story’s relationships and events revolve.
-
B.
Kate Barry
Kate Barry was a British-French photographer known for her intimate portraits of artists and celebrities, and as the daughter of Jane Birkin and composer John Barry.
-
C.
Taylor Nichols
Taylor Nichols is an American actor known for his roles in independent films and ensemble dramas, including the finance thriller "Boiler Room."
-
D.
Stephanie Bishop
Stephanie Bishop is an actress known for her role in the British drama film "Looking for Eric," directed by Ken Loach.
-
E.
April Burns
April Burns is the rebellious, estranged young woman at the center of the indie film "Pieces of April," who attempts to host a Thanksgiving dinner to reconnect with her dysfunctional family.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bdc0388190bbbd4bdc5ac3adec |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257fe0e348190b55fbd38e21cff7c |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a30ad98819084dcd305e709c34d |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:49 p.m.