Triple

T13795702
Position Surface form Disambiguated ID Type / Status
Subject Like Water for Chocolate E331507 entity
Predicate producer P490 FINISHED
Object Dug Infinite
Dug Infinite is a hip-hop producer best known for his work with Common and other Chicago artists in the 1990s underground rap scene.
E1062928 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: Dug Infinite | Statement: [Like Water for Chocolate, producer, Dug Infinite]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dug Infinite
Context triple: [Like Water for Chocolate, producer, Dug Infinite]
  • A. Dug
    Dug is the lovable, talking golden retriever from Pixar's animated film "Up," known for his collar that translates his thoughts into speech and his enthusiastic, friendly personality.
  • B. Dug Days
    Dug Days is an animated short series from Pixar that follows the comedic suburban adventures of Dug the talking dog from the film Up.
  • C. Dug’s Special Mission
    Dug’s Special Mission is a Pixar animated short film that follows the talking dog Dug from the movie Up on a humorous side adventure revealing how he first met Carl and Russell.
  • D. Digod
    Digod is a small town located in the Kota district of the Indian state of Rajasthan.
  • E. Dug Song
    Dug Song is a cybersecurity entrepreneur best known as the co-founder and former CEO of Duo Security, a leading provider of cloud-based multi-factor authentication and zero-trust security solutions.
  • 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: Dug Infinite
Triple: [Like Water for Chocolate, producer, Dug Infinite]
Generated description
Dug Infinite is a hip-hop producer best known for his work with Common and other Chicago artists in the 1990s underground rap scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dug Infinite
Target entity description: Dug Infinite is a hip-hop producer best known for his work with Common and other Chicago artists in the 1990s underground rap scene.
  • A. Dug
    Dug is the lovable, talking golden retriever from Pixar's animated film "Up," known for his collar that translates his thoughts into speech and his enthusiastic, friendly personality.
  • B. Dug Days
    Dug Days is an animated short series from Pixar that follows the comedic suburban adventures of Dug the talking dog from the film Up.
  • C. Dug’s Special Mission
    Dug’s Special Mission is a Pixar animated short film that follows the talking dog Dug from the movie Up on a humorous side adventure revealing how he first met Carl and Russell.
  • D. Digod
    Digod is a small town located in the Kota district of the Indian state of Rajasthan.
  • E. Dug Song
    Dug Song is a cybersecurity entrepreneur best known as the co-founder and former CEO of Duo Security, a leading provider of cloud-based multi-factor authentication and zero-trust security solutions.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08508688190b7e8c33e6b65e25d completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b48bf704819098bfb70def28a0d1 completed May 3, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7b5c9e284819094e7af030e1e9034 completed May 3, 2026, 8:53 p.m.
Created at: April 9, 2026, 10:11 p.m.