Triple

T14537436
Position Surface form Disambiguated ID Type / Status
Subject Zoë Chao E341083 entity
Predicate hasRole P161 FINISHED
Object Emma in Strangers
Emma in *Strangers* is a central character portrayed by Zoë Chao, around whom the series’ exploration of modern relationships and identity revolves.
 E1104488 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: Emma in Strangers | Statement: [Zoë Chao, hasRole, Emma in Strangers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emma in Strangers
Context triple: [Zoë Chao, hasRole, Emma in Strangers]
  • A. Strangers
    Strangers is a bestselling suspense thriller novel by Dean Koontz that weaves together the mysterious experiences of several strangers drawn to a remote motel to confront a terrifying shared secret.
  • B. Strangers
    Strangers is a science fiction novel by Gardner Dozois that explores the complex cultural and biological interactions between humans and an alien species on a distant world.
  • C. Strangers
    Strangers is a 1987 novel by Taichi Yamada that blends supernatural elements with psychological drama, following a lonely man who encounters ghostly figures from his past.
  • D. Strangers
    "Strangers" is a song featured on the 2017 album *Good Grief* by the American indie pop band Lucius.
  • E. Stranger
    Stranger is a song by the American rock band Glitter.
  • 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: Emma in Strangers
Triple: [Zoë Chao, hasRole, Emma in Strangers]
Generated description
Emma in *Strangers* is a central character portrayed by Zoë Chao, around whom the series’ exploration of modern relationships and identity revolves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Emma in Strangers
Target entity description: Emma in *Strangers* is a central character portrayed by Zoë Chao, around whom the series’ exploration of modern relationships and identity revolves.
  • A. Strangers
    Strangers is a bestselling suspense thriller novel by Dean Koontz that weaves together the mysterious experiences of several strangers drawn to a remote motel to confront a terrifying shared secret.
  • B. Strangers
    Strangers is a science fiction novel by Gardner Dozois that explores the complex cultural and biological interactions between humans and an alien species on a distant world.
  • C. Strangers
    Strangers is a 1987 novel by Taichi Yamada that blends supernatural elements with psychological drama, following a lonely man who encounters ghostly figures from his past.
  • D. Strangers
    "Strangers" is a song featured on the 2017 album *Good Grief* by the American indie pop band Lucius.
  • E. Stranger
    Stranger is a song by the American rock band Glitter.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1bb90008190947ac0961393446d completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a5ae04881909e7eb766fca33066 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b0160a08190ae181eb7acb3b6bc completed May 8, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd7be778dc81908b0602bab944330a completed May 8, 2026, 6 a.m.
Created at: April 10, 2026, 1:22 a.m.