Triple
T18256123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugs |
E437225
|
entity |
| Predicate | isMaintainedBy |
P86
|
FINISHED |
| Object |
Hugs development team
The Hugs development team is the group of programmers and maintainers responsible for developing and supporting the Hugs Haskell interpreter.
|
E1314179
|
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: Hugs development team | Statement: [Hugs, isMaintainedBy, Hugs development team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugs development team Context triple: [Hugs, isMaintainedBy, Hugs development team]
-
A.
Arrow Development
Arrow Development was an American ride engineering and manufacturing company renowned for pioneering modern roller coasters and theme park attractions for clients like Disneyland.
-
B.
Black Tusk Studios
Black Tusk Studios was a Canadian video game development studio based in Vancouver that was rebranded as The Coalition, best known for working on the Gears of War franchise.
-
C.
BlueTwelve Studio
BlueTwelve Studio is a French independent video game developer best known for creating the cyberpunk cat adventure game "Stray."
-
D.
Gugo
Gugo is the nickname of a person named Guglielmo, likely used informally by friends or family.
-
E.
Pied Piper team
The Pied Piper team is the small group of eccentric tech entrepreneurs at the center of the TV series "Silicon Valley," known for developing a revolutionary data compression startup.
- 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: Hugs development team Triple: [Hugs, isMaintainedBy, Hugs development team]
Generated description
The Hugs development team is the group of programmers and maintainers responsible for developing and supporting the Hugs Haskell interpreter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugs development team Target entity description: The Hugs development team is the group of programmers and maintainers responsible for developing and supporting the Hugs Haskell interpreter.
-
A.
Arrow Development
Arrow Development was an American ride engineering and manufacturing company renowned for pioneering modern roller coasters and theme park attractions for clients like Disneyland.
-
B.
Black Tusk Studios
Black Tusk Studios was a Canadian video game development studio based in Vancouver that was rebranded as The Coalition, best known for working on the Gears of War franchise.
-
C.
BlueTwelve Studio
BlueTwelve Studio is a French independent video game developer best known for creating the cyberpunk cat adventure game "Stray."
-
D.
Gugo
Gugo is the nickname of a person named Guglielmo, likely used informally by friends or family.
-
E.
Pied Piper team
The Pied Piper team is the small group of eccentric tech entrepreneurs at the center of the TV series "Silicon Valley," known for developing a revolutionary data compression startup.
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4fd85ee548190a102611fcf709ad4 |
completed | April 19, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03ac79bc7881909794d5f563ab0552 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad3be75c819080f57a24747ec55f |
completed | May 12, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03aede6ea481908bb9acdb2ff17e9a |
completed | May 12, 2026, 10:51 p.m. |
Created at: April 10, 2026, 10:34 a.m.