Triple
T22499560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heart of Gold Band |
E556231
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Bill Laymon
Bill Laymon is an American bassist best known for his work in the Grateful Dead–related group the Heart of Gold Band and other jam and roots rock projects.
|
E1540292
|
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: Bill Laymon | Statement: [The Heart of Gold Band, hasMember, Bill Laymon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Laymon Context triple: [The Heart of Gold Band, hasMember, Bill Laymon]
-
A.
Doug Wilkerson
Doug Wilkerson was a standout offensive guard best known for anchoring the San Diego Chargers’ offensive line during the “Air Coryell” era in the 1970s and 1980s.
-
B.
Mark Riggins
Mark Riggins is a relatively obscure individual whose primary distinguishing feature is sharing the surname associated with the fictional character Tim Riggins from the television series "Friday Night Lights."
-
C.
Randy Waldrum
Randy Waldrum is an American soccer coach best known for his long tenure leading the Notre Dame women’s team to multiple NCAA titles and for managing both professional clubs and national women’s teams.
-
D.
Phil Cunningham
Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
-
E.
Rob Woodall
Rob Woodall is an American Republican politician who represented Georgia’s 7th congressional district in the U.S. House of Representatives from 2011 to 2021.
- 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: Bill Laymon Triple: [The Heart of Gold Band, hasMember, Bill Laymon]
Generated description
Bill Laymon is an American bassist best known for his work in the Grateful Dead–related group the Heart of Gold Band and other jam and roots rock projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Laymon Target entity description: Bill Laymon is an American bassist best known for his work in the Grateful Dead–related group the Heart of Gold Band and other jam and roots rock projects.
-
A.
Doug Wilkerson
Doug Wilkerson was a standout offensive guard best known for anchoring the San Diego Chargers’ offensive line during the “Air Coryell” era in the 1970s and 1980s.
-
B.
Mark Riggins
Mark Riggins is a relatively obscure individual whose primary distinguishing feature is sharing the surname associated with the fictional character Tim Riggins from the television series "Friday Night Lights."
-
C.
Randy Waldrum
Randy Waldrum is an American soccer coach best known for his long tenure leading the Notre Dame women’s team to multiple NCAA titles and for managing both professional clubs and national women’s teams.
-
D.
Phil Cunningham
Phil Cunningham is an English guitarist and keyboardist best known for his work with the band New Order and previously with Marion.
-
E.
Rob Woodall
Rob Woodall is an American Republican politician who represented Georgia’s 7th congressional district in the U.S. House of Representatives from 2011 to 2021.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15cb4ff8c8190af0c60abafefe832 |
completed | April 29, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17e44bd48190a8bd57cd5d0a5e96 |
completed | May 18, 2026, 1:45 p.m. |
| NEDg | Description generation | batch_6a0b188c406c81909f8d4bdd6d7a1819 |
completed | May 18, 2026, 1:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b193a558c81909c8c8c8bd82f7bda |
completed | May 18, 2026, 1:50 p.m. |
Created at: April 16, 2026, 8:50 p.m.