Triple
T22936787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alex Rampell |
E569606
|
entity |
| Predicate | investorIn |
P17330
|
FINISHED |
| Object |
Divvy
Divvy is a fintech company that provides corporate credit cards and expense management software for businesses.
|
E1564071
|
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: Divvy | Statement: [Alex Rampell, investorIn, Divvy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Divvy Context triple: [Alex Rampell, investorIn, Divvy]
-
A.
Metro Bike Share
Metro Bike Share is a public bicycle-sharing system serving Los Angeles, providing residents and visitors with short-term bike rentals for urban transportation.
-
B.
Ofo
Ofo were a Native American people historically located in the Southeastern Woodlands, known for their Siouan language and eventual migration into present-day Mississippi and Louisiana.
-
C.
Capital Bikeshare (District of Columbia portion)
Capital Bikeshare (District of Columbia portion) is the Washington, D.C. segment of the region’s public bike-sharing system, providing residents and visitors with short-term bicycle rentals through a network of automated stations.
-
D.
Batcycle
The Batcycle is a high-tech, heavily customized motorcycle used by members of the Batman family for rapid, agile crime-fighting and pursuit across Gotham City.
-
E.
Ola Bike
Ola Bike is a bike-taxi service operated by Indian ride-hailing company Ola, providing affordable two-wheeler rides for short-distance urban travel.
- 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: Divvy Triple: [Alex Rampell, investorIn, Divvy]
Generated description
Divvy is a fintech company that provides corporate credit cards and expense management software for businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Divvy Target entity description: Divvy is a fintech company that provides corporate credit cards and expense management software for businesses.
-
A.
Metro Bike Share
Metro Bike Share is a public bicycle-sharing system serving Los Angeles, providing residents and visitors with short-term bike rentals for urban transportation.
-
B.
Ofo
Ofo were a Native American people historically located in the Southeastern Woodlands, known for their Siouan language and eventual migration into present-day Mississippi and Louisiana.
-
C.
Capital Bikeshare (District of Columbia portion)
Capital Bikeshare (District of Columbia portion) is the Washington, D.C. segment of the region’s public bike-sharing system, providing residents and visitors with short-term bicycle rentals through a network of automated stations.
-
D.
Batcycle
The Batcycle is a high-tech, heavily customized motorcycle used by members of the Batman family for rapid, agile crime-fighting and pursuit across Gotham City.
-
E.
Ola Bike
Ola Bike is a bike-taxi service operated by Indian ride-hailing company Ola, providing affordable two-wheeler rides for short-distance urban travel.
- 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_69e24590862c8190858f180ad302adab |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1813608e48190922df7a5386dc391 |
completed | April 29, 2026, 3:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bca1027948190be094e0625b92b2e |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcde52c1c81908a2202b6514536a4 |
completed | May 19, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bce4a1b448190a06944433ded563f |
completed | May 19, 2026, 2:43 a.m. |
Created at: April 17, 2026, 3:45 p.m.