Triple
T3780481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PayPal Mafia |
E85403
|
entity |
| Predicate | hasNotableCompanyFoundedOrLed |
P22134
|
FINISHED |
| Object |
Yelp
Yelp is a popular online platform where users can discover, rate, and review local businesses such as restaurants, shops, and services.
|
E236192
|
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: Yelp | Statement: [PayPal Mafia, hasNotableCompanyFoundedOrLed, Yelp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yelp Context triple: [PayPal Mafia, hasNotableCompanyFoundedOrLed, Yelp]
-
A.
Grubhub
Grubhub is a major U.S.-based online food ordering and delivery platform that connects diners with local restaurants through its website and mobile app.
-
B.
Google My Business
Google My Business is a free tool from Google that lets businesses manage how their information appears across Google services, including Search and Maps, to improve visibility and customer engagement.
-
C.
Foursquare
Foursquare is a global Pentecostal Christian denomination known formally as the International Church of the Foursquare Gospel.
-
D.
Foursquare
Foursquare is a location-based technology company best known for its mobile apps and platform that let users discover places, check in, and power location intelligence for businesses.
-
E.
GMB
GMB is the three-letter ISO 3166-1 alpha-3 country code assigned to The Gambia.
- 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: Yelp Triple: [PayPal Mafia, hasNotableCompanyFoundedOrLed, Yelp]
Generated description
Yelp is a popular online platform where users can discover, rate, and review local businesses such as restaurants, shops, and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yelp Target entity description: Yelp is a popular online platform where users can discover, rate, and review local businesses such as restaurants, shops, and services.
-
A.
Grubhub
Grubhub is a major U.S.-based online food ordering and delivery platform that connects diners with local restaurants through its website and mobile app.
-
B.
Google My Business
Google My Business is a free tool from Google that lets businesses manage how their information appears across Google services, including Search and Maps, to improve visibility and customer engagement.
-
C.
Foursquare
Foursquare is a global Pentecostal Christian denomination known formally as the International Church of the Foursquare Gospel.
-
D.
Foursquare
chosen
Foursquare is a location-based technology company best known for its mobile apps and platform that let users discover places, check in, and power location intelligence for businesses.
-
E.
GMB
GMB is the three-letter ISO 3166-1 alpha-3 country code assigned to The Gambia.
- F. None of above.
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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee76570b481909c26d47a3251b180 |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f040676c8190aa3a7952a9d6f62b |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f159d7e88190a76d51378ba141d3 |
completed | March 14, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f220f9388190b2c3615f713f01f2 |
completed | March 14, 2026, 5:29 a.m. |
Created at: March 9, 2026, 3:12 p.m.