Triple

T21293148
Position Surface form Disambiguated ID Type / Status
Subject Ezzatolah Entezami E524846 entity
Predicate notableWork P4 FINISHED
Object The Last Hope
The Last Hope is an Iranian film best known for featuring acclaimed actor Ezzatolah Entezami in a prominent role.
 E1476673 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 Last Hope | Statement: [Ezzatolah Entezami, notableWork, The Last Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Last Hope
Context triple: [Ezzatolah Entezami, notableWork, The Last Hope]
  • A. The Last Refuge
    The Last Refuge is a science fiction novel by Steve Lyons set in the Warhammer 40,000 universe, following the desperate struggles of Imperial forces against overwhelming odds.
  • B. The Last Resort
    "The Last Resort" is a reflective, environmentally themed ballad by the Eagles that critiques unchecked development and the loss of natural beauty.
  • C. The Last Bastion
    The Last Bastion is an Australian television miniseries set during World War II that explores the political and diplomatic tensions between Australia and Britain.
  • D. The Last Bastion
    "The Last Bastion" is an Overwatch animated short that explores the origins and emotional awakening of the omnic combat unit Bastion.
  • E. Hope of Deliverance
    "Hope of Deliverance" is a 1992 folk-pop single by Paul McCartney, known for its acoustic-driven melody and optimistic lyrics.
  • 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 Last Hope
Triple: [Ezzatolah Entezami, notableWork, The Last Hope]
Generated description
The Last Hope is an Iranian film best known for featuring acclaimed actor Ezzatolah Entezami in a prominent role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Last Hope
Target entity description: The Last Hope is an Iranian film best known for featuring acclaimed actor Ezzatolah Entezami in a prominent role.
  • A. The Last Refuge
    The Last Refuge is a science fiction novel by Steve Lyons set in the Warhammer 40,000 universe, following the desperate struggles of Imperial forces against overwhelming odds.
  • B. The Last Resort
    "The Last Resort" is a reflective, environmentally themed ballad by the Eagles that critiques unchecked development and the loss of natural beauty.
  • C. The Last Bastion
    The Last Bastion is an Australian television miniseries set during World War II that explores the political and diplomatic tensions between Australia and Britain.
  • D. The Last Bastion
    "The Last Bastion" is an Overwatch animated short that explores the origins and emotional awakening of the omnic combat unit Bastion.
  • E. Hope of Deliverance
    "Hope of Deliverance" is a 1992 folk-pop single by Paul McCartney, known for its acoustic-driven melody and optimistic lyrics.
  • 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73855e5d08190aed5e285247b4e23 completed April 21, 2026, 8:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099810106c8190a2ee5789bd0380c6 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998d6b37881908a1b09afc1f67746 completed May 17, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0999884e0481909b7ea54cd7ef87b5 completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:04 p.m.