Triple

T22660137
Position Surface form Disambiguated ID Type / Status
Subject Mandy Gonzalez E559638 entity
Predicate wrote P2831 FINISHED
Object Fearless (middle-grade novel)
"Fearless" is a middle-grade novel by Broadway actress Mandy Gonzalez that follows a group of theater-loving kids navigating friendship, courage, and the magic of putting on a show.
 E1548097 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: Fearless (middle-grade novel) | Statement: [Mandy Gonzalez, wrote, Fearless (middle-grade novel)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fearless (middle-grade novel)
Context triple: [Mandy Gonzalez, wrote, Fearless (middle-grade novel)]
  • A. Fearless (novel)
    Fearless is a psychological drama novel by Rafael Yglesias that explores trauma, survivor’s guilt, and the emotional aftermath of a catastrophic airplane crash.
  • B. Fearless Fourteen
    Fearless Fourteen is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, blending mystery, romance, and slapstick humor in a fast-paced adventure.
  • C. The Unafraid
    "The Unafraid" is a 1915 American silent drama film starring William Desmond Taylor and produced during the early years of Hollywood cinema.
  • D. Hush Hush
    "Hush Hush" is a blues song featured on Etta James's album *Blues to the Bone*, showcasing her powerful vocal style and traditional blues influences.
  • E. Hush Hush
    "Hush Hush" is a country song by the female trio Pistol Annies, known for its witty, candid take on small-town family secrets and dysfunction.
  • 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: Fearless (middle-grade novel)
Triple: [Mandy Gonzalez, wrote, Fearless (middle-grade novel)]
Generated description
"Fearless" is a middle-grade novel by Broadway actress Mandy Gonzalez that follows a group of theater-loving kids navigating friendship, courage, and the magic of putting on a show.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fearless (middle-grade novel)
Target entity description: "Fearless" is a middle-grade novel by Broadway actress Mandy Gonzalez that follows a group of theater-loving kids navigating friendship, courage, and the magic of putting on a show.
  • A. Fearless (novel)
    Fearless is a psychological drama novel by Rafael Yglesias that explores trauma, survivor’s guilt, and the emotional aftermath of a catastrophic airplane crash.
  • B. Fearless Fourteen
    Fearless Fourteen is a comedic crime novel in Janet Evanovich’s popular Stephanie Plum series, blending mystery, romance, and slapstick humor in a fast-paced adventure.
  • C. The Unafraid
    "The Unafraid" is a 1915 American silent drama film starring William Desmond Taylor and produced during the early years of Hollywood cinema.
  • D. Hush Hush
    "Hush Hush" is a blues song featured on Etta James's album *Blues to the Bone*, showcasing her powerful vocal style and traditional blues influences.
  • E. Hush Hush
    "Hush Hush" is a country song by the female trio Pistol Annies, known for its witty, candid take on small-town family secrets and dysfunction.
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1765edf88819086c28525e3c73758 completed April 29, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b586f21c48190af6e2d1e1bb3cbb9 completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5f8bd08190b325b9dd91e199e1 completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7044c94c81909a43b04f40af2a15 completed May 18, 2026, 8:02 p.m.
Created at: April 17, 2026, 3:07 p.m.