Triple
T13196365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fallout 4 |
E314120
|
entity |
| Predicate | hasDLC |
P39175
|
FINISHED |
| Object |
Contraptions Workshop
Contraptions Workshop is a Fallout 4 add-on focused on expanding settlement building with manufacturing machines, logic systems, and various mechanical contraptions.
|
E1026283
|
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: Contraptions Workshop | Statement: [Fallout 4, hasDLC, Contraptions Workshop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Contraptions Workshop Context triple: [Fallout 4, hasDLC, Contraptions Workshop]
-
A.
The Incredible Machine series
The Incredible Machine series is a puzzle video game franchise known for its whimsical Rube Goldberg–style contraption-building challenges that require creative problem-solving and physics-based experimentation.
-
B.
Minecon
Minecon is an official convention dedicated to the game Minecraft, featuring announcements, panels, community events, and presentations from developers and prominent community members.
-
C.
TechnicAtome
TechnicAtome is a French company specializing in the design, construction, and support of nuclear reactors, particularly for naval propulsion and research applications.
-
D.
Phantom Engineer
"Phantom Engineer" is an earlier, alternate version of Bob Dylan's song that later became known as "It Takes a Lot to Laugh, It Takes a Train to Cry."
-
E.
Underground Machine
Underground Machine is a track by the progressive metal band Progress, likely featuring their characteristic heavy, technical, and atmospheric sound.
- 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: Contraptions Workshop Triple: [Fallout 4, hasDLC, Contraptions Workshop]
Generated description
Contraptions Workshop is a Fallout 4 add-on focused on expanding settlement building with manufacturing machines, logic systems, and various mechanical contraptions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Contraptions Workshop Target entity description: Contraptions Workshop is a Fallout 4 add-on focused on expanding settlement building with manufacturing machines, logic systems, and various mechanical contraptions.
-
A.
The Incredible Machine series
The Incredible Machine series is a puzzle video game franchise known for its whimsical Rube Goldberg–style contraption-building challenges that require creative problem-solving and physics-based experimentation.
-
B.
Minecon
Minecon is an official convention dedicated to the game Minecraft, featuring announcements, panels, community events, and presentations from developers and prominent community members.
-
C.
TechnicAtome
TechnicAtome is a French company specializing in the design, construction, and support of nuclear reactors, particularly for naval propulsion and research applications.
-
D.
Phantom Engineer
"Phantom Engineer" is an earlier, alternate version of Bob Dylan's song that later became known as "It Takes a Lot to Laugh, It Takes a Train to Cry."
-
E.
Underground Machine
Underground Machine is a track by the progressive metal band Progress, likely featuring their characteristic heavy, technical, and atmospheric sound.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c626058819086f604b11af2d4eb |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f605a48c81909373fcd9dd896b3d |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f6e10f2481909b405169dd7e5cf9 |
completed | May 3, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f73b301881909d792dfebd2e468f |
completed | May 3, 2026, 7:20 a.m. |
Created at: April 9, 2026, 9:16 p.m.