Triple

T8539851
Position Surface form Disambiguated ID Type / Status
Subject Stephen Gaghan E202168 entity
Predicate familyName P18 FINISHED
Object Gaghan
Gaghan is the surname of Stephen Gaghan, an American screenwriter and director known for works like "Traffic" and "Syriana."
 E741056 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: Gaghan | Statement: [Stephen Gaghan, familyName, Gaghan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gaghan
Context triple: [Stephen Gaghan, familyName, Gaghan]
  • A. Sad-bhawna Shikhar
    Sad-bhawna Shikhar is a peak in central India that forms the highest elevation of the Vindhya Range.
  • B. Maine Mendoza
    Maine Mendoza is a Filipino actress, television host, and social media personality who rose to fame through her viral Dubsmash videos and her role in the popular "AlDub" love team on the noontime show Eat Bulaga!.
  • C. Shankar Kistaiya
    Shankar Kistaiya was one of the co-conspirators involved in the plot surrounding Narayan Apte, a key figure in the assassination of Mahatma Gandhi.
  • D. Shankar
    Shankar is a prominent Indian film director best known for his big-budget, socially themed blockbuster movies in Tamil cinema.
  • E. Shankar
    Shankar is the surname of the renowned musical family that includes legendary sitar virtuoso Ravi Shankar and his daughter, singer-songwriter Norah Jones.
  • 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: Gaghan
Triple: [Stephen Gaghan, familyName, Gaghan]
Generated description
Gaghan is the surname of Stephen Gaghan, an American screenwriter and director known for works like "Traffic" and "Syriana."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gaghan
Target entity description: Gaghan is the surname of Stephen Gaghan, an American screenwriter and director known for works like "Traffic" and "Syriana."
  • A. Sad-bhawna Shikhar
    Sad-bhawna Shikhar is a peak in central India that forms the highest elevation of the Vindhya Range.
  • B. Maine Mendoza
    Maine Mendoza is a Filipino actress, television host, and social media personality who rose to fame through her viral Dubsmash videos and her role in the popular "AlDub" love team on the noontime show Eat Bulaga!.
  • C. Shankar Kistaiya
    Shankar Kistaiya was one of the co-conspirators involved in the plot surrounding Narayan Apte, a key figure in the assassination of Mahatma Gandhi.
  • D. Shankar
    Shankar is a prominent Indian film director best known for his big-budget, socially themed blockbuster movies in Tamil cinema.
  • E. Shankar
    Shankar is the surname of the renowned musical family that includes legendary sitar virtuoso Ravi Shankar and his daughter, singer-songwriter Norah Jones.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6dfb2bc8190a41e32eca3c824c2 completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d9d06e48190a5c0cfa9779fc07c completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ec2d6608190a7732e999a05d565 completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f7948cc8190b8248e59044cf4fb completed April 2, 2026, 1:30 p.m.
Created at: March 30, 2026, 6:18 p.m.