Triple

T15121673
Position Surface form Disambiguated ID Type / Status
Subject Never Say Never E361185 entity
Predicate writer P1360 FINISHED
Object Thaddis Harrell
Thaddis Harrell is a songwriter best known for co-writing the hit pop single "Never Say Never."
E1141966 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: Thaddis Harrell | Statement: [Never Say Never, writer, Thaddis Harrell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thaddis Harrell
Context triple: [Never Say Never, writer, Thaddis Harrell]
  • A. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • B. Kuk Harrell
    Kuk Harrell is a Grammy-winning American vocal producer and songwriter best known for crafting and recording hit vocals for major pop and R&B artists such as Rihanna, Beyoncé, and Justin Bieber.
  • C. Darrell K. Williams
    Darrell K. Williams is an American higher education leader and retired U.S. Army lieutenant general who serves as president of Hampton University.
  • D. Muhammad Wilkerson
    Muhammad Wilkerson is an American former NFL defensive end best known for his Pro Bowl tenure with the New York Jets after a standout college career at Temple University.
  • E. Tyrone S. Woods
    Tyrone S. Woods was a former U.S. Navy SEAL and CIA security contractor who was killed while defending American personnel during the 2012 Benghazi attack in Libya.
  • 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: Thaddis Harrell
Triple: [Never Say Never, writer, Thaddis Harrell]
Generated description
Thaddis Harrell is a songwriter best known for co-writing the hit pop single "Never Say Never."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thaddis Harrell
Target entity description: Thaddis Harrell is a songwriter best known for co-writing the hit pop single "Never Say Never."
  • A. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • B. Kuk Harrell
    Kuk Harrell is a Grammy-winning American vocal producer and songwriter best known for crafting and recording hit vocals for major pop and R&B artists such as Rihanna, Beyoncé, and Justin Bieber.
  • C. Darrell K. Williams
    Darrell K. Williams is an American higher education leader and retired U.S. Army lieutenant general who serves as president of Hampton University.
  • D. Muhammad Wilkerson
    Muhammad Wilkerson is an American former NFL defensive end best known for his Pro Bowl tenure with the New York Jets after a standout college career at Temple University.
  • E. Tyrone S. Woods
    Tyrone S. Woods was a former U.S. Navy SEAL and CIA security contractor who was killed while defending American personnel during the 2012 Benghazi attack in Libya.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059f69a881909929a037a0eef702 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec87ed2cc8190b4cae72774e0df7f completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fecbcd8d1881909706e7350e63e6c1 completed May 9, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69fecbf6751081908a97485497047e6c completed May 9, 2026, 5:53 a.m.
Created at: April 10, 2026, 3:06 a.m.