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.