Triple

T8163180
Position Surface form Disambiguated ID Type / Status
Subject Keir Gilchrist E190624 entity
Predicate playedCharacter P1507 FINISHED
Object Sam Gardner in Atypical
Sam Gardner in *Atypical* is a high-school student on the autism spectrum whose journey toward independence, relationships, and self-discovery drives the series’ central narrative.
E715776 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: Sam Gardner in Atypical | Statement: [Keir Gilchrist, playedCharacter, Sam Gardner in Atypical]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sam Gardner in Atypical
Context triple: [Keir Gilchrist, playedCharacter, Sam Gardner in Atypical]
  • A. Gabriel Macht
    Gabriel Macht is an American actor best known for his lead role as Harvey Specter in the television series "Suits" and for portraying the title character in the film "The Spirit."
  • B. Hartley Sawyer
    Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
  • C. Sean Garrett
    Sean Garrett is an American songwriter and record producer known for crafting numerous chart-topping R&B and hip-hop hits for major artists in the 2000s and 2010s.
  • D. Mitch Robbins
    Mitch Robbins is the neurotic, middle-aged New Yorker who embarks on a life-changing cattle drive in the comedy film "City Slickers."
  • E. Seth Gabel
    Seth Gabel is an American actor known for his roles in television series such as "Fringe," "Salem," and "Nip/Tuck."
  • 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: Sam Gardner in Atypical
Triple: [Keir Gilchrist, playedCharacter, Sam Gardner in Atypical]
Generated description
Sam Gardner in *Atypical* is a high-school student on the autism spectrum whose journey toward independence, relationships, and self-discovery drives the series’ central narrative.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sam Gardner in Atypical
Target entity description: Sam Gardner in *Atypical* is a high-school student on the autism spectrum whose journey toward independence, relationships, and self-discovery drives the series’ central narrative.
  • A. Gabriel Macht
    Gabriel Macht is an American actor best known for his lead role as Harvey Specter in the television series "Suits" and for portraying the title character in the film "The Spirit."
  • B. Hartley Sawyer
    Hartley Sawyer is an American actor best known for playing Ralph Dibny, the Elongated Man, on the television series "The Flash."
  • C. Sean Garrett
    Sean Garrett is an American songwriter and record producer known for crafting numerous chart-topping R&B and hip-hop hits for major artists in the 2000s and 2010s.
  • D. Mitch Robbins
    Mitch Robbins is the neurotic, middle-aged New Yorker who embarks on a life-changing cattle drive in the comedy film "City Slickers."
  • E. Seth Gabel
    Seth Gabel is an American actor known for his roles in television series such as "Fringe," "Salem," and "Nip/Tuck."
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4557ebc88190b4e2cab258374d23 completed March 31, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf35000c8190ba78f69b7b1290e8 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc311d4e8819080f4aeef8ee7dc3b completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd83115fc8190a3e276bed0a00926 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:38 p.m.