Triple

T8995868
Position Surface form Disambiguated ID Type / Status
Subject Scott Stuber E214905 entity
Predicate spouse P13 FINISHED
Object Rachel Nichols
Rachel Nichols is an American actress known for her roles in films like "G.I. Joe: The Rise of Cobra" and the TV series "Continuum."
E848870 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 Nichols | Statement: [Scott Stuber, spouse, Rachel Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rachel Nichols
Context triple: [Scott Stuber, spouse, Rachel Nichols]
  • A. Lori Nichol
    Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
  • B. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • C. Nicole Parker
    Nicole Parker is an American actress and comedian best known for her sketch work on MADtv and roles in parody films.
  • D. Lori Nicks
    Lori Nicks is the stepsister and longtime close companion and backup singer of Fleetwood Mac vocalist Stevie Nicks.
  • E. Nicole Marshall
    Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
  • 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 Nichols
Triple: [Scott Stuber, spouse, Rachel Nichols]
Generated description
Rachel Nichols is an American actress known for her roles in films like "G.I. Joe: The Rise of Cobra" and the TV series "Continuum."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rachel Nichols
Target entity description: Rachel Nichols is an American actress known for her roles in films like "G.I. Joe: The Rise of Cobra" and the TV series "Continuum."
  • A. Lori Nichol
    Lori Nichol is a renowned figure skating choreographer known for crafting sophisticated, artistically acclaimed programs for many of the sport’s top skaters.
  • B. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • C. Nicole Parker
    Nicole Parker is an American actress and comedian best known for her sketch work on MADtv and roles in parody films.
  • D. Lori Nicks
    Lori Nicks is the stepsister and longtime close companion and backup singer of Fleetwood Mac vocalist Stevie Nicks.
  • E. Nicole Marshall
    Nicole Marshall is a songwriter best known for co-writing the hit song "Rather Be" by Clean Bandit featuring Jess Glynne.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68df33c48190a5017426e59c0bc4 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d5087b394c8190baa1ef5dbc92a0c8 completed April 7, 2026, 1:36 p.m.
NEDg Description generation batch_69d5094b4068819081fec50eb6a69236 completed April 7, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69d509b03ea481909bfc0d8b80def6dc completed April 7, 2026, 1:42 p.m.
Created at: March 30, 2026, 7:04 p.m.