Triple
T9741339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foursquare |
E236192
|
entity |
| Predicate | hasProduct |
P3585
|
FINISHED |
| Object |
Pilgrim SDK
Pilgrim SDK is Foursquare’s location technology toolkit that enables apps to detect user visits and context in the background to power personalized, location-aware experiences.
|
E818826
|
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: Pilgrim SDK | Statement: [Foursquare, hasProduct, Pilgrim SDK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pilgrim SDK Context triple: [Foursquare, hasProduct, Pilgrim SDK]
-
A.
SDKPiL
SDKPiL was a Marxist socialist political party active in the late 19th and early 20th centuries in the territories of the former Polish–Lithuanian Commonwealth, advocating internationalist socialism and workers’ rights.
-
B.
Poplar SDK
Poplar SDK is Graphcore’s specialized software toolkit designed to program and optimize machine learning workloads on its Intelligence Processing Unit (IPU) hardware.
-
C.
SDKs
SDKs (Software Development Kits) are collections of tools, libraries, documentation, and code samples that enable developers to build applications and integrate with specific platforms or services.
-
D.
JavaScript SDK
The JavaScript SDK for Azure Data Lake Storage is a client library that enables developers to programmatically manage and interact with Data Lake Storage resources from JavaScript applications.
-
E.
Platform 6
Platform 6 is one of the passenger train platforms at Cambridge railway station in Cambridge, England.
- 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: Pilgrim SDK Triple: [Foursquare, hasProduct, Pilgrim SDK]
Generated description
Pilgrim SDK is Foursquare’s location technology toolkit that enables apps to detect user visits and context in the background to power personalized, location-aware experiences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pilgrim SDK Target entity description: Pilgrim SDK is Foursquare’s location technology toolkit that enables apps to detect user visits and context in the background to power personalized, location-aware experiences.
-
A.
SDKPiL
SDKPiL was a Marxist socialist political party active in the late 19th and early 20th centuries in the territories of the former Polish–Lithuanian Commonwealth, advocating internationalist socialism and workers’ rights.
-
B.
Poplar SDK
Poplar SDK is Graphcore’s specialized software toolkit designed to program and optimize machine learning workloads on its Intelligence Processing Unit (IPU) hardware.
-
C.
SDKs
SDKs (Software Development Kits) are collections of tools, libraries, documentation, and code samples that enable developers to build applications and integrate with specific platforms or services.
-
D.
JavaScript SDK
The JavaScript SDK for Azure Data Lake Storage is a client library that enables developers to programmatically manage and interact with Data Lake Storage resources from JavaScript applications.
-
E.
Platform 6
Platform 6 is one of the passenger train platforms at Cambridge railway station in Cambridge, England.
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f2af3e48190b83a442cd0e84062 |
completed | April 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1afe974608190874e2aba2189de80 |
completed | April 5, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d1b08ba1f48190830852f9d60e3368 |
completed | April 5, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b124659481909e7a2ecaf01d8a50 |
completed | April 5, 2026, 12:47 a.m. |
Created at: March 30, 2026, 8:23 p.m.