Triple

T19677909
Position Surface form Disambiguated ID Type / Status
Subject The Appalachian series E472503 entity
Predicate hasPart P35 FINISHED
Object The Winter People
The Winter People is a horror novel by Jennifer McMahon that intertwines past and present in a chilling mystery set in a small Vermont town haunted by grief, secrets, and supernatural forces.
 E1389911 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: The Winter People | Statement: [The Appalachian series, hasPart, The Winter People]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Winter People
Context triple: [The Appalachian series, hasPart, The Winter People]
  • A. Last Winter
    Last Winter is a 2012 French-Icelandic drama film that follows a young farmer struggling to keep his family’s remote Icelandic farm afloat after the sudden death of his father.
  • B. Last Winter
    Last Winter is the first full-length studio album by rapper Bas, showcasing his introspective lyricism and melodic, atmospheric production.
  • C. A Mind of Winter
    A Mind of Winter is a contemporary classical composition by British composer George Benjamin, noted for its atmospheric, finely detailed orchestral writing.
  • D. The Last Winter
    The Last Winter is a 2006 eco-horror film set in the Arctic, where an oil exploration team faces terrifying phenomena linked to climate change and environmental disruption.
  • E. Snowchild
    "Snowchild" is a moody, introspective R&B track by The Weeknd that reflects on his rise to fame and disillusionment with celebrity life.
  • 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: The Winter People
Triple: [The Appalachian series, hasPart, The Winter People]
Generated description
The Winter People is a horror novel by Jennifer McMahon that intertwines past and present in a chilling mystery set in a small Vermont town haunted by grief, secrets, and supernatural forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Winter People
Target entity description: The Winter People is a horror novel by Jennifer McMahon that intertwines past and present in a chilling mystery set in a small Vermont town haunted by grief, secrets, and supernatural forces.
  • A. Last Winter
    Last Winter is a 2012 French-Icelandic drama film that follows a young farmer struggling to keep his family’s remote Icelandic farm afloat after the sudden death of his father.
  • B. Last Winter
    Last Winter is the first full-length studio album by rapper Bas, showcasing his introspective lyricism and melodic, atmospheric production.
  • C. A Mind of Winter
    A Mind of Winter is a contemporary classical composition by British composer George Benjamin, noted for its atmospheric, finely detailed orchestral writing.
  • D. The Last Winter
    The Last Winter is a 2006 eco-horror film set in the Arctic, where an oil exploration team faces terrifying phenomena linked to climate change and environmental disruption.
  • E. Snowchild
    "Snowchild" is a moody, introspective R&B track by The Weeknd that reflects on his rise to fame and disillusionment with celebrity life.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e641bceef881909c5b655af709c8c6 completed April 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787c437c08190b9cebe39417f061a completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a0789252ea88190a56d892f9ecb8ebc completed May 15, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0789d2d98c8190a922e21271a165f0 completed May 15, 2026, 9:02 p.m.
Created at: April 10, 2026, 1:45 p.m.