Triple
T22813419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tailwind CSS |
E565040
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
David Hemphill
David Hemphill is a software developer and entrepreneur known for his work in the Laravel and front-end tooling ecosystem, including early contributions around Tailwind CSS.
|
E1567874
|
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: David Hemphill | Statement: [Tailwind CSS, creator, David Hemphill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hemphill Context triple: [Tailwind CSS, creator, David Hemphill]
-
A.
Aaron Hemphill
Aaron Hemphill is an American multi-instrumentalist and songwriter best known as a founding member and key creative force in the experimental rock band Liars.
-
B.
Greg Hemphill
Greg Hemphill is a Scottish comedian, actor, writer, and director best known for co-creating and starring in the popular sitcoms "Still Game" and "Chewin' the Fat."
-
C.
Sid Hemphill
Sid Hemphill was an influential early 20th-century Mississippi multi-instrumentalist and bandleader whose field recordings helped document and shape the North Mississippi hill country blues tradition.
-
D.
David Phipps
David Phipps is the keyboardist for the American electronic jam band Sound Tribe Sector 9 (STS9), known for his atmospheric synth textures and live improvisation.
-
E.
Brian O. Hemphill
Brian O. Hemphill is an American academic administrator and higher education leader known for serving as president of multiple universities, including Old Dominion University.
- 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: David Hemphill Triple: [Tailwind CSS, creator, David Hemphill]
Generated description
David Hemphill is a software developer and entrepreneur known for his work in the Laravel and front-end tooling ecosystem, including early contributions around Tailwind CSS.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Hemphill Target entity description: David Hemphill is a software developer and entrepreneur known for his work in the Laravel and front-end tooling ecosystem, including early contributions around Tailwind CSS.
-
A.
Aaron Hemphill
Aaron Hemphill is an American multi-instrumentalist and songwriter best known as a founding member and key creative force in the experimental rock band Liars.
-
B.
Greg Hemphill
Greg Hemphill is a Scottish comedian, actor, writer, and director best known for co-creating and starring in the popular sitcoms "Still Game" and "Chewin' the Fat."
-
C.
Sid Hemphill
Sid Hemphill was an influential early 20th-century Mississippi multi-instrumentalist and bandleader whose field recordings helped document and shape the North Mississippi hill country blues tradition.
-
D.
David Phipps
David Phipps is the keyboardist for the American electronic jam band Sound Tribe Sector 9 (STS9), known for his atmospheric synth textures and live improvisation.
-
E.
Brian O. Hemphill
Brian O. Hemphill is an American academic administrator and higher education leader known for serving as president of multiple universities, including Old Dominion University.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17d61c6f081908d3911710b3aff51 |
completed | April 29, 2026, 3:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0abf9610819081dd81cc430a5867 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0b70986c81909e1db90201b55f9d |
completed | May 19, 2026, 7:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0c368c1c81909075c3d9802cfa2f |
completed | May 19, 2026, 7:07 a.m. |
Created at: April 17, 2026, 3:32 p.m.