Triple
T3486051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Bieber |
E73608
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Purpose
Purpose is a 2015 pop and EDM-influenced studio album by Canadian singer Justin Bieber that marked his commercial and critical comeback with hits like "Sorry," "What Do You Mean?" and "Love Yourself."
|
E361194
|
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: Purpose | Statement: [Justin Bieber, notableWork, Purpose]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Purpose Context triple: [Justin Bieber, notableWork, Purpose]
-
A.
Reason
"Reason" is a science fiction short story by Isaac Asimov, part of his Robot series, that explores themes of faith, logic, and artificial intelligence through a robot that develops its own quasi-religious belief system.
-
B.
Intention
Intention is a highly influential 1957 philosophical work by Elizabeth Anscombe that reshaped contemporary debates about action, intention, and practical reasoning.
-
C.
AIM
AIM is the London Stock Exchange’s market for smaller, growing companies that offers more flexible regulatory requirements than the Main Market.
-
D.
AIM
AIM is the debut studio album by British-Sri Lankan artist M.I.A., known for its eclectic fusion of electronic, hip hop, and world music influences.
-
E.
AIM
AIM is a global initiative focused on mobilizing coordinated actions and investments to eradicate malaria.
- 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: Purpose Triple: [Justin Bieber, notableWork, Purpose]
Generated description
Purpose is a 2015 pop and EDM-influenced studio album by Canadian singer Justin Bieber that marked his commercial and critical comeback with hits like "Sorry," "What Do You Mean?" and "Love Yourself."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Purpose Target entity description: Purpose is a 2015 pop and EDM-influenced studio album by Canadian singer Justin Bieber that marked his commercial and critical comeback with hits like "Sorry," "What Do You Mean?" and "Love Yourself."
-
A.
Reason
"Reason" is a science fiction short story by Isaac Asimov, part of his Robot series, that explores themes of faith, logic, and artificial intelligence through a robot that develops its own quasi-religious belief system.
-
B.
Intention
Intention is a highly influential 1957 philosophical work by Elizabeth Anscombe that reshaped contemporary debates about action, intention, and practical reasoning.
-
C.
AIM
AIM is the London Stock Exchange’s market for smaller, growing companies that offers more flexible regulatory requirements than the Main Market.
-
D.
AIM
AIM is a global initiative focused on mobilizing coordinated actions and investments to eradicate malaria.
-
E.
AIM
AIM is the debut studio album by British-Sri Lankan artist M.I.A., known for its eclectic fusion of electronic, hip hop, and world music influences.
- 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_69ad85cca8d4819088494e9f3340fab5 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbb8f205c8190aa6f7484ebad14bb |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b368248f9c81908a1905a705e57c53 |
completed | March 13, 2026, 1:28 a.m. |
| NEDg | Description generation | batch_69b36a2231008190820b0c50ad2d661a |
completed | March 13, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36a8dae1481908b10a966ebcf89b2 |
completed | March 13, 2026, 1:38 a.m. |
Created at: March 8, 2026, 3:18 p.m.