Triple
T22499544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heart of Gold Band |
E556231
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
David MacKay
David MacKay is a musician best known as a member of the Grateful Dead–related ensemble the Heart of Gold Band.
|
E1540283
|
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: David MacKay | Statement: [The Heart of Gold Band, hasMember, David MacKay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David MacKay Context triple: [The Heart of Gold Band, hasMember, David MacKay]
-
A.
Jonathan Koomey
Jonathan Koomey is an energy and environmental researcher best known for formulating Koomey’s law, which describes the long-term trend of improving energy efficiency in computing.
-
B.
Amory B. Lovins
Amory B. Lovins is an American physicist and environmentalist known for his pioneering work in energy efficiency, renewable energy, and sustainable design.
-
C.
Richard A. Muller
Richard A. Muller is an American physicist and professor emeritus at UC Berkeley known for his work in astrophysics, climate science, and for founding the Berkeley Earth temperature analysis project.
-
D.
David J. Wetherall
David J. Wetherall is a computer scientist and academic known for his influential work and textbooks in computer networking.
-
E.
David Noble
David Noble is an Australian park ranger and botanist best known for discovering the rare and ancient Wollemi pine (Wollemia nobilis) in 1994.
- 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: David MacKay Triple: [The Heart of Gold Band, hasMember, David MacKay]
Generated description
David MacKay is a musician best known as a member of the Grateful Dead–related ensemble the Heart of Gold Band.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David MacKay Target entity description: David MacKay is a musician best known as a member of the Grateful Dead–related ensemble the Heart of Gold Band.
-
A.
Jonathan Koomey
Jonathan Koomey is an energy and environmental researcher best known for formulating Koomey’s law, which describes the long-term trend of improving energy efficiency in computing.
-
B.
Amory B. Lovins
Amory B. Lovins is an American physicist and environmentalist known for his pioneering work in energy efficiency, renewable energy, and sustainable design.
-
C.
Richard A. Muller
Richard A. Muller is an American physicist and professor emeritus at UC Berkeley known for his work in astrophysics, climate science, and for founding the Berkeley Earth temperature analysis project.
-
D.
David J. Wetherall
David J. Wetherall is a computer scientist and academic known for his influential work and textbooks in computer networking.
-
E.
David Noble
David Noble is an Australian park ranger and botanist best known for discovering the rare and ancient Wollemi pine (Wollemia nobilis) in 1994.
- 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.