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.