Triple

T13043754
Position Surface form Disambiguated ID Type / Status
Subject Howard Baldwin E327263 entity
Predicate notableWork P4 FINISHED
Object Sahara (2005 film)
Sahara (2005 film) is an action-adventure movie based on Clive Cussler’s novel, following treasure hunter Dirk Pitt on a perilous quest in the African desert to uncover a lost Civil War battleship and stop a deadly environmental threat.
 E1018178 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: Sahara (2005 film) | Statement: [Howard Baldwin, notableWork, Sahara (2005 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sahara (2005 film)
Context triple: [Howard Baldwin, notableWork, Sahara (2005 film)]
  • A. Les Déserts
    Les Déserts is a small French village located in the Savoie department of the Auvergne-Rhône-Alpes region, known for its mountainous surroundings and proximity to outdoor recreation areas.
  • B. Kel Adagh Tuareg
    The Kel Adagh Tuareg are a confederation of Tuareg clans traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali, known for their nomadic pastoralist lifestyle and distinct Tamasheq language and culture.
  • C. Safar
    Safar is the second month of the Islamic lunar calendar, traditionally considered a time of misfortune in some Muslim cultures but observed today mainly for its place in the religious year.
  • D. Safar
    Safar is a 1970 Hindi romantic drama film, directed by Asit Sen and starring Rajesh Khanna and Sharmila Tagore, known for its poignant story and memorable music.
  • E. Blue Men of the Sahara
    The Blue Men of the Sahara are the Tuareg, a traditionally nomadic Berber people of the Sahara Desert known for their distinctive indigo-dyed clothing and rich caravan and trading heritage.
  • 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: Sahara (2005 film)
Triple: [Howard Baldwin, notableWork, Sahara (2005 film)]
Generated description
Sahara (2005 film) is an action-adventure movie based on Clive Cussler’s novel, following treasure hunter Dirk Pitt on a perilous quest in the African desert to uncover a lost Civil War battleship and stop a deadly environmental threat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sahara (2005 film)
Target entity description: Sahara (2005 film) is an action-adventure movie based on Clive Cussler’s novel, following treasure hunter Dirk Pitt on a perilous quest in the African desert to uncover a lost Civil War battleship and stop a deadly environmental threat.
  • A. Les Déserts
    Les Déserts is a small French village located in the Savoie department of the Auvergne-Rhône-Alpes region, known for its mountainous surroundings and proximity to outdoor recreation areas.
  • B. Kel Adagh Tuareg
    The Kel Adagh Tuareg are a confederation of Tuareg clans traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali, known for their nomadic pastoralist lifestyle and distinct Tamasheq language and culture.
  • C. Safar
    Safar is the second month of the Islamic lunar calendar, traditionally considered a time of misfortune in some Muslim cultures but observed today mainly for its place in the religious year.
  • D. Safar
    Safar is a 1970 Hindi romantic drama film, directed by Asit Sen and starring Rajesh Khanna and Sharmila Tagore, known for its poignant story and memorable music.
  • E. Blue Men of the Sahara
    The Blue Men of the Sahara are the Tuareg, a traditionally nomadic Berber people of the Sahara Desert known for their distinctive indigo-dyed clothing and rich caravan and trading heritage.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d98050157c8190bb8c640b759ac2b7 completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd720248190a23a07dadc7e1348 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd706f548190af79efa973434af9 completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:56 p.m.