Triple
T18506514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Net Promoter Score |
E452210
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Fred Reichheld |
—
|
NE NERFINISHED |
How this triple was built (3 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: Fred Reichheld | Statement: [Net Promoter Score, introducedBy, Fred Reichheld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Reichheld Context triple: [Net Promoter Score, introducedBy, Fred Reichheld]
-
A.
Chip Conley
Chip Conley is an American hotelier, entrepreneur, and author best known for founding the boutique hotel company Joie de Vivre Hospitality and later serving as a strategic advisor to Airbnb.
-
B.
Don Beck
Don Beck is a musician best known for his work as a multi-instrumentalist, including dobro and mandolin, in late-1960s country-rock recordings such as those by Dillard & Clark.
-
C.
Ken Blanchard
Ken Blanchard is an American author, speaker, and management expert best known for co-authoring the influential leadership book "The One Minute Manager."
-
D.
Warren DeMartini
Warren DeMartini is an American guitarist best known as the lead guitarist for the glam metal band Ratt, where his melodic, technically skilled playing helped define the group’s signature sound in the 1980s.
-
E.
Steve Mattin
Steve Mattin is a British automobile designer best known for his work on prominent models at Mercedes-Benz and Volvo, including the Volvo XC60.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Reichheld Target entity description: Fred Reichheld is a business strategist and author best known for creating the Net Promoter Score (NPS) system for measuring customer loyalty.
-
A.
Chip Conley
Chip Conley is an American hotelier, entrepreneur, and author best known for founding the boutique hotel company Joie de Vivre Hospitality and later serving as a strategic advisor to Airbnb.
-
B.
Don Beck
Don Beck is a musician best known for his work as a multi-instrumentalist, including dobro and mandolin, in late-1960s country-rock recordings such as those by Dillard & Clark.
-
C.
Ken Blanchard
Ken Blanchard is an American author, speaker, and management expert best known for co-authoring the influential leadership book "The One Minute Manager."
-
D.
Warren DeMartini
Warren DeMartini is an American guitarist best known as the lead guitarist for the glam metal band Ratt, where his melodic, technically skilled playing helped define the group’s signature sound in the 1980s.
-
E.
Steve Mattin
Steve Mattin is a British automobile designer best known for his work on prominent models at Mercedes-Benz and Volvo, including the Volvo XC60.
- F. None of above. chosen
Provenance (2 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5334266708190b59aca3a2218c095 |
completed | April 19, 2026, 7:55 p.m. |
Created at: April 10, 2026, 11:36 a.m.