Triple
T15074851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 4 the Cause |
E379971
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Benji Edwards
Benji Edwards is a member of the German R&B and pop group 4 the Cause, known for their 1990s cover of "Stand by Me."
|
E1134857
|
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: Benji Edwards | Statement: [4 the Cause, hasMember, Benji Edwards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benji Edwards Context triple: [4 the Cause, hasMember, Benji Edwards]
-
A.
Chris Edes
Chris Edes is a New York-based political activist and perennial candidate known for his involvement with third-party and libertarian-leaning campaigns.
-
B.
Benji Armbrister
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
-
C.
Aaron Edwards
Aaron Edwards is an individual known primarily as the sibling of Jerusha Edwards.
-
D.
Brandon Edmonds
Brandon Edmonds is the son of American businesswoman and television producer Tracey Edmonds.
-
E.
Justin Edwards
Justin Edwards was a 19th-century American clergyman and prominent temperance reformer who played a leading role in organizing the early national temperance movement.
- 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: Benji Edwards Triple: [4 the Cause, hasMember, Benji Edwards]
Generated description
Benji Edwards is a member of the German R&B and pop group 4 the Cause, known for their 1990s cover of "Stand by Me."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benji Edwards Target entity description: Benji Edwards is a member of the German R&B and pop group 4 the Cause, known for their 1990s cover of "Stand by Me."
-
A.
Chris Edes
Chris Edes is a New York-based political activist and perennial candidate known for his involvement with third-party and libertarian-leaning campaigns.
-
B.
Benji Armbrister
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
-
C.
Aaron Edwards
Aaron Edwards is an individual known primarily as the sibling of Jerusha Edwards.
-
D.
Brandon Edmonds
Brandon Edmonds is the son of American businesswoman and television producer Tracey Edmonds.
-
E.
Justin Edwards
Justin Edwards was a 19th-century American clergyman and prominent temperance reformer who played a leading role in organizing the early national temperance movement.
- 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_69d85cd7683881908d405c1b5d7b4f7f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dff7fb60448190b454386dd762644d |
completed | April 15, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5cff69c8190b6252509c1aa7ebb |
completed | May 9, 2026, 3:11 a.m. |
| NEDg | Description generation | batch_69fea6bf2558819082fc91fe8df6f3f5 |
completed | May 9, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea8018a088190b6eba72a7e6196b2 |
completed | May 9, 2026, 3:20 a.m. |
Created at: April 10, 2026, 3:02 a.m.