Triple

T14080011
Position Surface form Disambiguated ID Type / Status
Subject How to Get Away with Murder E338840 entity
Predicate character P662 FINISHED
Object Asher Millstone
Asher Millstone is a law student and member of Annalise Keating’s inner circle in the TV series "How to Get Away with Murder," known for his privileged background, comic relief, and complex moral evolution.
 E1077042 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: Asher Millstone | Statement: [How to Get Away with Murder, character, Asher Millstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Asher Millstone
Context triple: [How to Get Away with Murder, character, Asher Millstone]
  • A. Jordan Asher
    Jordan Asher is an American musician, singer-songwriter, and producer best known for his experimental pop and electronic project Boots.
  • B. Asher Blinkoff
    Asher Blinkoff is an American child voice actor best known for voicing Dennis in the Hotel Transylvania animated film series.
  • C. Asher
    Asher is a biblical figure, one of the twelve sons of Jacob and the ancestor of the Israelite Tribe of Asher.
  • D. Asher Lenz
    Asher Lenz is a composer and music producer known for his work in film and television scores, often collaborating with fellow composer Ari Posner.
  • E. Asher Goldstein
    Asher Goldstein is a film producer known for socially conscious dramas, including the acclaimed legal drama "Just Mercy."
  • 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: Asher Millstone
Triple: [How to Get Away with Murder, character, Asher Millstone]
Generated description
Asher Millstone is a law student and member of Annalise Keating’s inner circle in the TV series "How to Get Away with Murder," known for his privileged background, comic relief, and complex moral evolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Asher Millstone
Target entity description: Asher Millstone is a law student and member of Annalise Keating’s inner circle in the TV series "How to Get Away with Murder," known for his privileged background, comic relief, and complex moral evolution.
  • A. Jordan Asher
    Jordan Asher is an American musician, singer-songwriter, and producer best known for his experimental pop and electronic project Boots.
  • B. Asher Blinkoff
    Asher Blinkoff is an American child voice actor best known for voicing Dennis in the Hotel Transylvania animated film series.
  • C. Asher
    Asher is a biblical figure, one of the twelve sons of Jacob and the ancestor of the Israelite Tribe of Asher.
  • D. Asher Lenz
    Asher Lenz is a composer and music producer known for his work in film and television scores, often collaborating with fellow composer Ari Posner.
  • E. Asher Goldstein
    Asher Goldstein is a film producer known for socially conscious dramas, including the acclaimed legal drama "Just Mercy."
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb672c08081908e1ff9030745776a completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc1208a1481908b9f9a49b9c5ca5b completed May 7, 2026, 4:43 p.m.
NED2 Entity disambiguation (via description) batch_69fcc19f735c8190a4e765f34abaa672 completed May 7, 2026, 4:45 p.m.
Created at: April 9, 2026, 10:21 p.m.