Triple
T11249022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Age of Empires series |
E266280
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Ensemble Studios
Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
|
E914138
|
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: Ensemble Studios | Statement: [Age of Empires series, developer, Ensemble Studios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ensemble Studios Context triple: [Age of Empires series, developer, Ensemble Studios]
-
A.
Starbreeze Studios
Starbreeze Studios is a Swedish video game developer and publisher known for titles such as the Payday series and for previously publishing the multiplayer horror game Dead by Daylight.
-
B.
Revolution Studios
Revolution Studios is an American film production company known for producing mainstream Hollywood movies in the early 2000s.
-
C.
Sledgehammer Games
Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
-
D.
Monolith Productions
Monolith Productions is an American video game developer best known for creating the Middle-earth: Shadow of Mordor and F.E.A.R. series.
-
E.
ZeniMax Online Studios
ZeniMax Online Studios is a video game development studio best known for creating the massively multiplayer online role-playing game The Elder Scrolls Online.
- 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: Ensemble Studios Triple: [Age of Empires series, developer, Ensemble Studios]
Generated description
Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ensemble Studios Target entity description: Ensemble Studios was an American video game development company best known for creating the influential real-time strategy franchise Age of Empires.
-
A.
Starbreeze Studios
Starbreeze Studios is a Swedish video game developer and publisher known for titles such as the Payday series and for previously publishing the multiplayer horror game Dead by Daylight.
-
B.
Revolution Studios
Revolution Studios is an American film production company known for producing mainstream Hollywood movies in the early 2000s.
-
C.
Sledgehammer Games
Sledgehammer Games is an American video game development studio best known for co-developing several titles in the Call of Duty franchise.
-
D.
Monolith Productions
Monolith Productions is an American video game developer best known for creating the Middle-earth: Shadow of Mordor and F.E.A.R. series.
-
E.
ZeniMax Online Studios
ZeniMax Online Studios is a video game development studio best known for creating the massively multiplayer online role-playing game The Elder Scrolls Online.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e91d1484819098ee6b2efb5316a5 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cc76b10c8190962b21c4cad6ce8f |
completed | April 19, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69e4d9eb79608190b7ed108906f4e2bf |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4df50eebc8190a4fe0aba7dc9fa62 |
completed | April 19, 2026, 1:57 p.m. |
Created at: April 8, 2026, 9:31 p.m.