Triple
T8122601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JLS |
E189643
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Marvin Humes
Marvin Humes is a British singer, DJ, and television presenter best known as a member of the boy band JLS and as a host on shows such as The Voice UK and various BBC radio programs.
|
E729185
|
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: Marvin Humes | Statement: [JLS, hasMember, Marvin Humes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvin Humes Context triple: [JLS, hasMember, Marvin Humes]
-
A.
Melvin Hicks
Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
-
B.
Marvin Hartley
Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
-
C.
Marvin Scandrick
Marvin Scandrick, better known as Slim, is an American R&B singer and member of the group 112, recognized for his distinctive falsetto vocals and contributions to early-2000s R&B hits.
-
D.
Marvin Kent
Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
-
E.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
- 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: Marvin Humes Triple: [JLS, hasMember, Marvin Humes]
Generated description
Marvin Humes is a British singer, DJ, and television presenter best known as a member of the boy band JLS and as a host on shows such as The Voice UK and various BBC radio programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvin Humes Target entity description: Marvin Humes is a British singer, DJ, and television presenter best known as a member of the boy band JLS and as a host on shows such as The Voice UK and various BBC radio programs.
-
A.
Melvin Hicks
Melvin Hicks is the employee whose discrimination claim led to the landmark U.S. Supreme Court case St. Mary’s Honor Center v. Hicks, which clarified the burden-shifting framework in employment discrimination law.
-
B.
Marvin Hartley
Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
-
C.
Marvin Scandrick
Marvin Scandrick, better known as Slim, is an American R&B singer and member of the group 112, recognized for his distinctive falsetto vocals and contributions to early-2000s R&B hits.
-
D.
Marvin Kent
Marvin Kent was a 19th-century American railroad executive and businessman after whom the city of Kent, Ohio, is named.
-
E.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb435cb30881909ccaa2f625e53799 |
completed | March 31, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde709d3188190b3a954a613c3c5b2 |
completed | April 2, 2026, 3:48 a.m. |
| NEDg | Description generation | batch_69cdeb1fa7308190810b1fcc2184374a |
completed | April 2, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec3081d88190ad0699f9072d3fc7 |
completed | April 2, 2026, 4:10 a.m. |
Created at: March 30, 2026, 5:33 p.m.