Triple

T21217408
Position Surface form Disambiguated ID Type / Status
Subject Fred Berger E522871 entity
Predicate notableWork P4 FINISHED
Object The Gift
The Gift is a 2015 psychological thriller film written, co-produced, and directed by Joel Edgerton, known for its tense exploration of past bullying, revenge, and moral ambiguity.
E780820 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 Gift | Statement: [Fred Berger, notableWork, The Gift]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Gift
Context triple: [Fred Berger, notableWork, The Gift]
  • A. The Gift
    "The Gift" is a pivotal Star Trek: Voyager episode in which the Ocampa crew member Kes undergoes a dramatic evolution of her psychic powers, leading to her departure from the ship and significant changes for the crew.
  • B. The Gift
    The Gift is a seminal anthropological essay by Marcel Mauss that analyzes systems of gift exchange to reveal the social, moral, and economic obligations that bind communities together.
  • C. The Gift
    The Gift is the final studio album by British mod revival band The Jam, showcasing a more soulful and funk-influenced sound than their earlier work.
  • D. The Gift
    The Gift is a 2015 psychological thriller film written, directed by, and co-starring Joel Edgerton, known for its tense, slow-burn story about a married couple whose lives are upended by the reappearance of an acquaintance from the husband’s past.
  • E. The Gift
    The Gift is a bestselling Christmas-themed studio album by Scottish singer Susan Boyle, featuring a mix of holiday classics and inspirational songs.
  • 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 Gift
Triple: [Fred Berger, notableWork, The Gift]
Generated description
The Gift is a 2015 psychological thriller film written, co-produced, and directed by Joel Edgerton, known for its tense exploration of past bullying, revenge, and moral ambiguity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Gift
Target entity description: The Gift is a 2015 psychological thriller film written, co-produced, and directed by Joel Edgerton, known for its tense exploration of past bullying, revenge, and moral ambiguity.
  • A. The Gift chosen
    The Gift is a 2015 psychological thriller film written, directed by, and co-starring Joel Edgerton, known for its tense, slow-burn story about a married couple whose lives are upended by the reappearance of an acquaintance from the husband’s past.
  • B. 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.
  • C. The Gift
    The Gift is a 1938 novel by Vladimir Nabokov that follows a young Russian émigré writer in Berlin and is celebrated for its intricate structure, metafictional play, and rich exploration of art, memory, and exile.
  • D. The Gift
    "The Gift" is one of the four interconnected stories in John Steinbeck’s novella *The Red Pony*, focusing on a boy’s emotional growth through his relationship with a horse.
  • E. The Gift
    The Gift is a bestselling Christmas-themed studio album by Scottish singer Susan Boyle, featuring a mix of holiday classics and inspirational songs.
  • F. None of above.

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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734744dcc81908b3065adc93b4b98 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097edb6de4819094cf7a50670afdfa completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f5016348190aeb01856a5c57b41 completed May 17, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_6a097fe399048190a1b29f16d8e46d8d completed May 17, 2026, 8:44 a.m.
Created at: April 16, 2026, 3:41 p.m.