Triple
T22037409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FM! |
E544246
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
KillaGraham
KillaGraham is an electronic music producer and DJ known for his bass-heavy, genre-blending tracks within the EDM scene.
|
E1515119
|
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: KillaGraham | Statement: [FM!, producer, KillaGraham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KillaGraham Context triple: [FM!, producer, KillaGraham]
-
A.
Graham
Graham is the surname of Elizabeth Arden, the pioneering Canadian-American businesswoman who founded the iconic Elizabeth Arden cosmetics empire.
-
B.
Graham
Graham is a small unincorporated community located in Nodaway County, Missouri, United States.
-
C.
Graham
Graham is a masculine given name of English origin, historically derived from a surname and commonly used in English-speaking countries.
-
D.
Graham
Graham is the married surname of Magdalen Carnegie, a member of the Scottish noble Carnegie family.
-
E.
Jaki Graham
Jaki Graham is a British R&B and soul singer best known for her 1980s hits and powerful vocal performances, including successful covers of classic songs.
- 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: KillaGraham Triple: [FM!, producer, KillaGraham]
Generated description
KillaGraham is an electronic music producer and DJ known for his bass-heavy, genre-blending tracks within the EDM scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KillaGraham Target entity description: KillaGraham is an electronic music producer and DJ known for his bass-heavy, genre-blending tracks within the EDM scene.
-
A.
Graham
Graham is the surname of Elizabeth Arden, the pioneering Canadian-American businesswoman who founded the iconic Elizabeth Arden cosmetics empire.
-
B.
Graham
Graham is a small unincorporated community located in Nodaway County, Missouri, United States.
-
C.
Graham
Graham is a masculine given name of English origin, historically derived from a surname and commonly used in English-speaking countries.
-
D.
Graham
Graham is the married surname of Magdalen Carnegie, a member of the Scottish noble Carnegie family.
-
E.
Jaki Graham
Jaki Graham is a British R&B and soul singer best known for her 1980s hits and powerful vocal performances, including successful covers of classic songs.
- 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127f32edc81909b6898af6621f56f |
completed | April 28, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7b6d4f2c8190b1d8fb2044cdc3d5 |
completed | May 18, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_6a0a7c4736808190bd04e03adcb2d97b |
completed | May 18, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7d80f9c08190b18e04b9e9cf47a5 |
completed | May 18, 2026, 2:46 a.m. |
Created at: April 16, 2026, 8:25 p.m.