Triple

T15039876
Position Surface form Disambiguated ID Type / Status
Subject The Night Angel Trilogy E378571 entity
Predicate hasPart P35 FINISHED
Object Beyond the Shadows
Beyond the Shadows is the concluding epic fantasy novel in Brent Weeks' Night Angel Trilogy, following assassin Kylar Stern through the series' climactic conflicts.
E1136087 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: Beyond the Shadows | Statement: [The Night Angel Trilogy, hasPart, Beyond the Shadows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond the Shadows
Context triple: [The Night Angel Trilogy, hasPart, Beyond the Shadows]
  • A. From the Shadows
    From the Shadows is a memoir by Robert M. Gates recounting his decades of service in U.S. intelligence and national security, particularly within the CIA and the White House.
  • B. Shadows of the Night
    "Shadows of the Night" is a 1982 rock song by Pat Benatar that became one of her signature hits and earned her a Grammy Award for Best Female Rock Vocal Performance.
  • C. Trouble in the Shadows
    Trouble in the Shadows is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • D. Shadows in the Night
    Shadows in the Night is a work by Jack Frost, likely a creative piece such as a novel, film, or musical recording known within his body of work.
  • E. Out of the Shadows
    "Out of the Shadows" is a song featured on the 2001 debut album "Touch" by the progressive metal band Tool.
  • 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: Beyond the Shadows
Triple: [The Night Angel Trilogy, hasPart, Beyond the Shadows]
Generated description
Beyond the Shadows is the concluding epic fantasy novel in Brent Weeks' Night Angel Trilogy, following assassin Kylar Stern through the series' climactic conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond the Shadows
Target entity description: Beyond the Shadows is the concluding epic fantasy novel in Brent Weeks' Night Angel Trilogy, following assassin Kylar Stern through the series' climactic conflicts.
  • A. From the Shadows
    From the Shadows is a memoir by Robert M. Gates recounting his decades of service in U.S. intelligence and national security, particularly within the CIA and the White House.
  • B. Shadows of the Night
    "Shadows of the Night" is a 1982 rock song by Pat Benatar that became one of her signature hits and earned her a Grammy Award for Best Female Rock Vocal Performance.
  • C. Trouble in the Shadows
    Trouble in the Shadows is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • D. Shadows in the Night
    Shadows in the Night is a work by Jack Frost, likely a creative piece such as a novel, film, or musical recording known within his body of work.
  • E. Out of the Shadows
    "Out of the Shadows" is a song featured on the 2001 debut album "Touch" by the progressive metal band Tool.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5b75c04819085996a7f88ab6c38 completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea9f91f3c8190bff7dc7a028a382b completed May 9, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69feaa469df88190b7f08de78613121d completed May 9, 2026, 3:30 a.m.
Created at: April 10, 2026, 3 a.m.