Triple
T11794776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borderlands |
E280475
|
entity |
| Predicate | hasMainSeriesEntry |
P98712
|
FINISHED |
| Object |
Borderlands 3
Borderlands 3 is a cel-shaded, loot-driven first-person shooter RPG developed by Gearbox Software that continues the chaotic, cooperative sci-fi action of the Borderlands series.
|
E954142
|
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: Borderlands 3 | Statement: [Borderlands, hasMainSeriesEntry, Borderlands 3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borderlands 3 Context triple: [Borderlands, hasMainSeriesEntry, Borderlands 3]
-
A.
Borderlands
Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
-
B.
Tales from the Borderlands
Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
-
C.
Borderlands Line
The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
-
D.
Hinterland
Hinterland is a scenic inland region of South East Queensland known for its lush rainforests, mountain ranges, and charming rural towns popular with tourists.
-
E.
Out of the Wasteland
Out of the Wasteland is a 2015 studio album by American rock band Lifehouse that marked their return after a brief hiatus, blending alternative rock with introspective, melodic songwriting.
- 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: Borderlands 3 Triple: [Borderlands, hasMainSeriesEntry, Borderlands 3]
Generated description
Borderlands 3 is a cel-shaded, loot-driven first-person shooter RPG developed by Gearbox Software that continues the chaotic, cooperative sci-fi action of the Borderlands series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Borderlands 3 Target entity description: Borderlands 3 is a cel-shaded, loot-driven first-person shooter RPG developed by Gearbox Software that continues the chaotic, cooperative sci-fi action of the Borderlands series.
-
A.
Borderlands
Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
-
B.
Tales from the Borderlands
Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
-
C.
Borderlands Line
The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
-
D.
Hinterland
Hinterland is a scenic inland region of South East Queensland known for its lush rainforests, mountain ranges, and charming rural towns popular with tourists.
-
E.
Out of the Wasteland
Out of the Wasteland is a 2015 studio album by American rock band Lifehouse that marked their return after a brief hiatus, blending alternative rock with introspective, melodic songwriting.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a082d08190a42541396a06ed98 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f43f8a57ec8190aded70ae89aa8cf7 |
completed | May 1, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f448f506a48190a0f1b89ad570fad5 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44ad185cc8190893cf663cfed6980 |
completed | May 1, 2026, 6:40 a.m. |
Created at: April 8, 2026, 9:42 p.m.