Triple

T19671811
Position Surface form Disambiguated ID Type / Status
Subject Millennium E472351 entity
Predicate producer P490 FINISHED
Object Timmy Allen
Timmy Allen is a music producer best known for his work on the Backstreet Boys’ hit album "Millennium."
E1390180 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: Timmy Allen | Statement: [Millennium, producer, Timmy Allen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Timmy Allen
Context triple: [Millennium, producer, Timmy Allen]
  • A. Timmy Allen
    Timmy Allen is an American professional basketball player known for his collegiate career at the University of Utah and the University of Texas before turning pro.
  • B. Timmy Lang
    Timmy Lang is an actor known for appearing in the film "Strange."
  • C. Timmy Fields
    Timmy Fields is a musician known for performing with the Celtic-influenced band O'Malley's March.
  • D. Timmy Thomas
    Timmy Thomas was an American R&B singer, songwriter, and keyboardist best known for his 1972 hit single "Why Can't We Live Together."
  • E. Joel Allen
    Joel Allen is an American actor best known for his starring role in the television adaptation of the horror franchise "The Purge."
  • 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: Timmy Allen
Triple: [Millennium, producer, Timmy Allen]
Generated description
Timmy Allen is a music producer best known for his work on the Backstreet Boys’ hit album "Millennium."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Timmy Allen
Target entity description: Timmy Allen is a music producer best known for his work on the Backstreet Boys’ hit album "Millennium."
  • A. Timmy Allen
    Timmy Allen is an American professional basketball player known for his collegiate career at the University of Utah and the University of Texas before turning pro.
  • B. Timmy Lang
    Timmy Lang is an actor known for appearing in the film "Strange."
  • C. Timmy Fields
    Timmy Fields is a musician known for performing with the Celtic-influenced band O'Malley's March.
  • D. Timmy Thomas
    Timmy Thomas was an American R&B singer, songwriter, and keyboardist best known for his 1972 hit single "Why Can't We Live Together."
  • E. Joel Allen
    Joel Allen is an American actor best known for his starring role in the television adaptation of the horror franchise "The Purge."
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416cb0bc8190ab27dd28eebb50e7 completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787be755881908a8fa644690fd583 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a0788b82bb88190a81764480e324028 completed May 15, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_6a078a0b7a7c8190adb44f9f20e0b6ff completed May 15, 2026, 9:03 p.m.
Created at: April 10, 2026, 1:45 p.m.