Triple

T17797241
Position Surface form Disambiguated ID Type / Status
Subject Hallie Ephron E444324 entity
Predicate notableWork P4 FINISHED
Object Come and Find Me
Come and Find Me is a suspense novel by Hallie Ephron that follows a reclusive computer security expert forced out of her virtual comfort zone to uncover dangerous real-world secrets.
 E1288786 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: Come and Find Me | Statement: [Hallie Ephron, notableWork, Come and Find Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Come and Find Me
Context triple: [Hallie Ephron, notableWork, Come and Find Me]
  • A. I Will Find You
    "I Will Find You" is a hauntingly melodic song by the Irish band Clannad, best known for its use in the film *The Last of the Mohicans*.
  • B. You Will Be Found
    "You Will Be Found" is an emotional, uplifting anthem from the Broadway musical *Dear Evan Hansen* that explores themes of loneliness, hope, and connection.
  • C. You Found Me
    "You Found Me" is a piano-driven pop rock song by American band The Fray, known for its emotional lyrics and widespread radio success in the late 2000s.
  • D. Look for Me
    "Look for Me" is a crime thriller novel by Lisa Gardner featuring detective D.D. Warren as she investigates a brutal family massacre and a missing teenage girl.
  • E. Come and Get Me
    "Come and Get Me" is a track by American rapper and producer Timbaland from his album "Shock Value."
  • 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: Come and Find Me
Triple: [Hallie Ephron, notableWork, Come and Find Me]
Generated description
Come and Find Me is a suspense novel by Hallie Ephron that follows a reclusive computer security expert forced out of her virtual comfort zone to uncover dangerous real-world secrets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Come and Find Me
Target entity description: Come and Find Me is a suspense novel by Hallie Ephron that follows a reclusive computer security expert forced out of her virtual comfort zone to uncover dangerous real-world secrets.
  • A. I Will Find You
    "I Will Find You" is a hauntingly melodic song by the Irish band Clannad, best known for its use in the film *The Last of the Mohicans*.
  • B. You Will Be Found
    "You Will Be Found" is an emotional, uplifting anthem from the Broadway musical *Dear Evan Hansen* that explores themes of loneliness, hope, and connection.
  • C. You Found Me
    "You Found Me" is a piano-driven pop rock song by American band The Fray, known for its emotional lyrics and widespread radio success in the late 2000s.
  • D. Look for Me
    "Look for Me" is a crime thriller novel by Lisa Gardner featuring detective D.D. Warren as she investigates a brutal family massacre and a missing teenage girl.
  • E. Come and Get Me
    "Come and Get Me" is a track by American rapper and producer Timbaland from his album "Shock Value."
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fbc83481909a30fc7203b64099 completed April 19, 2026, 7:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f83e8b88819088619e575d93ab4e completed May 12, 2026, 9:51 a.m.
NEDg Description generation batch_6a02fc17b1ec81909a0547eeed8efb49 completed May 12, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a02fcb37b408190aac496722b75ec53 completed May 12, 2026, 10:10 a.m.
Created at: April 10, 2026, 10:13 a.m.