Triple

T22664014
Position Surface form Disambiguated ID Type / Status
Subject Sahara (2005 film) E559735 entity
Predicate screenwriter P2831 FINISHED
Object Thomas Dean Donnelly
Thomas Dean Donnelly is an American screenwriter known for co-writing action and adventure films such as the 2005 adaptation of "Sahara."
 E1550505 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: Thomas Dean Donnelly | Statement: [Sahara (2005 film), screenwriter, Thomas Dean Donnelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Dean Donnelly
Context triple: [Sahara (2005 film), screenwriter, Thomas Dean Donnelly]
  • A. Joseph Donnelly
    Joseph Donnelly is the ambitious Irish immigrant protagonist of the film "Far and Away," who journeys to America in pursuit of land and a new life.
  • B. Michael Cavanagh
    Michael Cavanagh is an Australian drummer best known for his work with the psychedelic rock band King Gizzard & the Lizard Wizard.
  • C. Patrick Brannan
    Patrick Brannan is an individual notable enough to be specifically cited as a bearer of the surname Brannan, though detailed public information about him is limited.
  • D. John T. McCutcheon
    John T. McCutcheon was a prominent American political cartoonist and illustrator known for his influential work in early 20th-century newspapers.
  • E. Tom Marshall
    Tom Marshall is an American songwriter best known as the longtime lyricist and collaborator for the band Phish.
  • 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: Thomas Dean Donnelly
Triple: [Sahara (2005 film), screenwriter, Thomas Dean Donnelly]
Generated description
Thomas Dean Donnelly is an American screenwriter known for co-writing action and adventure films such as the 2005 adaptation of "Sahara."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Dean Donnelly
Target entity description: Thomas Dean Donnelly is an American screenwriter known for co-writing action and adventure films such as the 2005 adaptation of "Sahara."
  • A. Joseph Donnelly
    Joseph Donnelly is the ambitious Irish immigrant protagonist of the film "Far and Away," who journeys to America in pursuit of land and a new life.
  • B. Michael Cavanagh
    Michael Cavanagh is an Australian drummer best known for his work with the psychedelic rock band King Gizzard & the Lizard Wizard.
  • C. Patrick Brannan
    Patrick Brannan is an individual notable enough to be specifically cited as a bearer of the surname Brannan, though detailed public information about him is limited.
  • D. John T. McCutcheon
    John T. McCutcheon was a prominent American political cartoonist and illustrator known for his influential work in early 20th-century newspapers.
  • E. Tom Marshall
    Tom Marshall is an American songwriter best known as the longtime lyricist and collaborator for the band Phish.
  • 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_69e2454a158c819093b8e35f5045efb6 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f176617ed8819095a58a2c9f1e3918 completed April 29, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ec593f0819081a3f8e56a9f1e1f completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b803e725081908e23dbe3da3622ab completed May 18, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0b80e09d2081908400cc978d76a4a1 completed May 18, 2026, 9:13 p.m.
Created at: April 17, 2026, 3:08 p.m.