Triple

T4809221
Position Surface form Disambiguated ID Type / Status
Subject Octavia Spencer E107024 entity
Predicate notableWork P4 FINISHED
Object The Shack
The Shack is a 2017 faith-based drama film, adapted from William P. Young’s novel, that explores grief, forgiveness, and spirituality through a man’s transformative encounter with the divine.
E471729 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 Shack | Statement: [Octavia Spencer, notableWork, The Shack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Shack
Context triple: [Octavia Spencer, notableWork, The Shack]
  • A. Hereafter
    "Hereafter" is a 2010 supernatural drama film directed by Clint Eastwood that explores themes of death, the afterlife, and human connection through the intertwined stories of three people affected by mortality.
  • B. The Salvation
    The Salvation is a 2014 Danish-directed Western film starring Mads Mikkelsen as a settler seeking revenge in the American frontier.
  • C. The Gift
    The Gift is a fertile northern territory in the world of A Song of Ice and Fire, lying just south of the Wall and historically granted to the Night's Watch to support its upkeep.
  • D. The Gift
    The Gift is a 2000 supernatural thriller film directed by Sam Raimi, centered on a Southern clairvoyant whose psychic visions entangle her in a murder investigation.
  • E. Book of Signs
    The Book of Signs is the first major section of the Gospel of John, characterized by a series of Jesus’ miraculous works that reveal his identity and mission.
  • 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 Shack
Triple: [Octavia Spencer, notableWork, The Shack]
Generated description
The Shack is a 2017 faith-based drama film, adapted from William P. Young’s novel, that explores grief, forgiveness, and spirituality through a man’s transformative encounter with the divine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Shack
Target entity description: The Shack is a 2017 faith-based drama film, adapted from William P. Young’s novel, that explores grief, forgiveness, and spirituality through a man’s transformative encounter with the divine.
  • A. Hereafter
    "Hereafter" is a 2010 supernatural drama film directed by Clint Eastwood that explores themes of death, the afterlife, and human connection through the intertwined stories of three people affected by mortality.
  • B. The Salvation
    The Salvation is a 2014 Danish-directed Western film starring Mads Mikkelsen as a settler seeking revenge in the American frontier.
  • C. The Gift
    The Gift is a fertile northern territory in the world of A Song of Ice and Fire, lying just south of the Wall and historically granted to the Night's Watch to support its upkeep.
  • D. The Gift
    The Gift is a 2000 supernatural thriller film directed by Sam Raimi, centered on a Southern clairvoyant whose psychic visions entangle her in a murder investigation.
  • E. Book of Signs
    The Book of Signs is the first major section of the Gospel of John, characterized by a series of Jesus’ miraculous works that reveal his identity and mission.
  • 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_69bd43f779448190b92885cb70abb6c2 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c6c70a88190aa287fc78716c225 completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4da6a9b4819083706381a57e2c73 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4ea556148190819480e219fc7c2c completed March 21, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69be4f57ed4881908c03c76c0b3c733d completed March 21, 2026, 7:57 a.m.
Created at: March 20, 2026, 1:23 p.m.