Triple
T12403244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Levi Stubbs |
E296314
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Levi Stubbles
Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
|
E981388
|
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: Levi Stubbles | Statement: [Levi Stubbs, birthName, Levi Stubbles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Levi Stubbles Context triple: [Levi Stubbs, birthName, Levi Stubbles]
-
A.
Pete Hogwallop
Pete Hogwallop is a dim-witted yet loyal escaped convict and companion to Ulysses Everett McGill in the Coen brothers’ film "O Brother, Where Art Thou?".
-
B.
Tubby Raymond
Tubby Raymond was a highly successful American college football coach best known for leading the University of Delaware’s program for decades and popularizing the Wing-T offense.
-
C.
Barnard Rubble
Barnard "Barney" Rubble is a main character from the animated television series "The Flintstones," known as Fred Flintstone’s cheerful best friend and neighbor in the prehistoric town of Bedrock.
-
D.
Stewball
Stewball is a rhythm and blues song popularized by the American vocal group The Coasters, based on the traditional folk ballad about a racehorse.
-
E.
Hopps
Hopps is a surname most notably associated with Walter Hopps, an influential American museum director and curator known for championing contemporary art.
- 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: Levi Stubbles Triple: [Levi Stubbs, birthName, Levi Stubbles]
Generated description
Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Levi Stubbles Target entity description: Levi Stubbles, better known as Levi Stubbs, was the powerful lead vocalist of the Motown group the Four Tops and one of soul music’s most distinctive voices.
-
A.
Pete Hogwallop
Pete Hogwallop is a dim-witted yet loyal escaped convict and companion to Ulysses Everett McGill in the Coen brothers’ film "O Brother, Where Art Thou?".
-
B.
Tubby Raymond
Tubby Raymond was a highly successful American college football coach best known for leading the University of Delaware’s program for decades and popularizing the Wing-T offense.
-
C.
Barnard Rubble
Barnard "Barney" Rubble is a main character from the animated television series "The Flintstones," known as Fred Flintstone’s cheerful best friend and neighbor in the prehistoric town of Bedrock.
-
D.
Stewball
Stewball is a rhythm and blues song popularized by the American vocal group The Coasters, based on the traditional folk ballad about a racehorse.
-
E.
Hopps
Hopps is a surname most notably associated with Walter Hopps, an influential American museum director and curator known for championing contemporary art.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d477004819095e65ef6f70c69d9 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63484c6808190a71d24f8ee3a7e15 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f63675dbb08190b2711d1d58ffea9b |
completed | May 2, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6375cc6908190922825013e0b4000 |
completed | May 2, 2026, 5:41 p.m. |
Created at: April 8, 2026, 9:55 p.m.