Triple
T7964331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Free School |
E184959
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Luke James
Luke James is an American R&B singer, songwriter, and actor known for his soulful vocals and roles in film and television.
|
E703399
|
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: Luke James | Statement: [Free School, collaboratedWith, Luke James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke James Context triple: [Free School, collaboratedWith, Luke James]
-
A.
Josh James
Josh James is an American entrepreneur best known as the co-founder and former CEO of web analytics company Omniture.
-
B.
Jose James
Jose James is an American vocalist and songwriter known for blending jazz, soul, hip-hop, and R&B into a contemporary, genre-crossing sound.
-
C.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
D.
Jace Everett
Jace Everett is an American singer-songwriter best known for his dark, bluesy country-rock song "Bad Things," which gained widespread recognition as the theme for the TV series True Blood.
-
E.
Jesse Andrews
Jesse Andrews is an American novelist and screenwriter best known for writing the young adult novel "Me and Earl and the Dying Girl" and co-writing its film adaptation.
- 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: Luke James Triple: [Free School, collaboratedWith, Luke James]
Generated description
Luke James is an American R&B singer, songwriter, and actor known for his soulful vocals and roles in film and television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke James Target entity description: Luke James is an American R&B singer, songwriter, and actor known for his soulful vocals and roles in film and television.
-
A.
Josh James
Josh James is an American entrepreneur best known as the co-founder and former CEO of web analytics company Omniture.
-
B.
Jose James
Jose James is an American vocalist and songwriter known for blending jazz, soul, hip-hop, and R&B into a contemporary, genre-crossing sound.
-
C.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
D.
Jace Everett
Jace Everett is an American singer-songwriter best known for his dark, bluesy country-rock song "Bad Things," which gained widespread recognition as the theme for the TV series True Blood.
-
E.
Jesse Andrews
Jesse Andrews is an American novelist and screenwriter best known for writing the young adult novel "Me and Earl and the Dying Girl" and co-writing its film adaptation.
- 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_69ca8293a2388190aace944d7ed9c0c0 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3ba0da588190853dda68bba0755a |
completed | March 31, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe093f00881909317eb4dd4fa1393 |
completed | March 31, 2026, 2:56 p.m. |
| NEDg | Description generation | batch_69cbe43b20148190ba9a4dd00a9f5862 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc3307ebd481908c1ec4b0be270a77 |
completed | March 31, 2026, 8:48 p.m. |
Created at: March 30, 2026, 5:12 p.m.