Triple
T20259178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Robshaw |
E498784
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Orange Labs
Orange Labs is the research and development division of the French telecommunications company Orange, focusing on innovation in networks, services, and digital technologies.
|
E1420087
|
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: Orange Labs | Statement: [Matt Robshaw, employer, Orange Labs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orange Labs Context triple: [Matt Robshaw, employer, Orange Labs]
-
A.
Oracle Labs
Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
-
B.
Linear Labs
Linear Labs is an independent record label known for releasing innovative hip-hop and soul projects, particularly those produced by Adrian Younge.
-
C.
Sugar Labs
Sugar Labs is a nonprofit organization that develops and maintains the Sugar learning platform, an open-source educational software environment originally created for the One Laptop per Child project.
-
D.
Xtreme Labs
Xtreme Labs was a mobile app development company known for building high-profile applications and later becoming part of Pivotal Labs.
-
E.
Boom Labs
Boom Labs is a secretive, high-tech goblin research and development facility featured in Hearthstone’s The Boomsday Project expansion.
- 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: Orange Labs Triple: [Matt Robshaw, employer, Orange Labs]
Generated description
Orange Labs is the research and development division of the French telecommunications company Orange, focusing on innovation in networks, services, and digital technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orange Labs Target entity description: Orange Labs is the research and development division of the French telecommunications company Orange, focusing on innovation in networks, services, and digital technologies.
-
A.
Oracle Labs
Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
-
B.
Linear Labs
Linear Labs is an independent record label known for releasing innovative hip-hop and soul projects, particularly those produced by Adrian Younge.
-
C.
Sugar Labs
Sugar Labs is a nonprofit organization that develops and maintains the Sugar learning platform, an open-source educational software environment originally created for the One Laptop per Child project.
-
D.
Xtreme Labs
Xtreme Labs was a mobile app development company known for building high-profile applications and later becoming part of Pivotal Labs.
-
E.
Boom Labs
Boom Labs is a secretive, high-tech goblin research and development facility featured in Hearthstone’s The Boomsday Project expansion.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674c84e848190a6e8956698b84026 |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552e62a08190af0bf7605bc6b6b7 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855ea027481908eebd5cff8ac97fb |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08568fa1748190b4e2c21fc3ec0b63 |
completed | May 16, 2026, 11:35 a.m. |
Created at: April 11, 2026, 11:41 p.m.