Triple
T12602319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The 5th Dimension |
E300887
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Danny Beard
Danny Beard was a music producer and manager closely associated with the 1960s pop and soul vocal group The 5th Dimension.
|
E991963
|
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: Danny Beard | Statement: [The 5th Dimension, formerMember, Danny Beard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Beard Context triple: [The 5th Dimension, formerMember, Danny Beard]
-
A.
Robin Beard
Robin Beard was an American Republican politician who served as a U.S. Representative from Tennessee from the early 1970s to the early 1980s.
-
B.
Sam Beard
Sam Beard is a social entrepreneur and public service advocate best known for co-founding the Jefferson Awards for Public Service, which honor outstanding community and volunteer efforts across the United States.
-
C.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
D.
Damon Beesley
Damon Beesley is a British television writer and producer best known for co-creating the hit comedy series "The Inbetweeners."
-
E.
Tom Grummett
Tom Grummett is a Canadian comic book artist best known for his work on DC Comics titles such as Superman and Teen Titans.
- 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: Danny Beard Triple: [The 5th Dimension, formerMember, Danny Beard]
Generated description
Danny Beard was a music producer and manager closely associated with the 1960s pop and soul vocal group The 5th Dimension.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Beard Target entity description: Danny Beard was a music producer and manager closely associated with the 1960s pop and soul vocal group The 5th Dimension.
-
A.
Robin Beard
Robin Beard was an American Republican politician who served as a U.S. Representative from Tennessee from the early 1970s to the early 1980s.
-
B.
Sam Beard
Sam Beard is a social entrepreneur and public service advocate best known for co-founding the Jefferson Awards for Public Service, which honor outstanding community and volunteer efforts across the United States.
-
C.
Max Drummey
Max Drummey is an American musician best known as the guitarist and co-founder of the indie pop band Chester French.
-
D.
Damon Beesley
Damon Beesley is a British television writer and producer best known for co-creating the hit comedy series "The Inbetweeners."
-
E.
Tom Grummett
Tom Grummett is a Canadian comic book artist best known for his work on DC Comics titles such as Superman and Teen Titans.
- 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_69d7bdea2ca881908f379526c13b1145 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954d1f6ac8190ab21ca7bcbc80129 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ec92c6c8190bd2d193e70940407 |
completed | May 2, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f65faf33e0819092df07a5fa98cb73 |
completed | May 2, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f66036f520819098af75cd5578d573 |
completed | May 2, 2026, 8:36 p.m. |
Created at: April 9, 2026, 5:09 p.m.