Triple

T13695896
Position Surface form Disambiguated ID Type / Status
Subject Roc Marciano E328383 entity
Predicate debutStudioAlbum P3278 FINISHED
Object Marcberg
Marcberg is the gritty, minimalist hip-hop album that introduced Roc Marciano’s signature lo-fi, sample-heavy sound and cemented his influence on modern underground rap.
 E1054647 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: Marcberg | Statement: [Roc Marciano, debutStudioAlbum, Marcberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marcberg
Context triple: [Roc Marciano, debutStudioAlbum, Marcberg]
  • A. Haguenau
    Haguenau is a historic town in northeastern France’s Alsace region, known for its medieval heritage, cultural traditions, and role as a local economic center.
  • B. Kasendorf
    Kasendorf is a small municipality in the Upper Franconia region of Bavaria, Germany, known for its rural character and scenic surroundings.
  • C. Hazebrouck
    Hazebrouck is a commune in northern France known as a local commercial and transport hub within the historical region of French Flanders.
  • D. Kaiserswerth
    Kaiserswerth is a historic district in northern Düsseldorf, Germany, known for its medieval castle ruins and picturesque old town along the Rhine River.
  • E. Clervaux
    Clervaux is a small town and commune in northern Luxembourg known for its historic castle and picturesque Ardennes setting.
  • 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: Marcberg
Triple: [Roc Marciano, debutStudioAlbum, Marcberg]
Generated description
Marcberg is the gritty, minimalist hip-hop album that introduced Roc Marciano’s signature lo-fi, sample-heavy sound and cemented his influence on modern underground rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marcberg
Target entity description: Marcberg is the gritty, minimalist hip-hop album that introduced Roc Marciano’s signature lo-fi, sample-heavy sound and cemented his influence on modern underground rap.
  • A. Haguenau
    Haguenau is a historic town in northeastern France’s Alsace region, known for its medieval heritage, cultural traditions, and role as a local economic center.
  • B. Kasendorf
    Kasendorf is a small municipality in the Upper Franconia region of Bavaria, Germany, known for its rural character and scenic surroundings.
  • C. Hazebrouck
    Hazebrouck is a commune in northern France known as a local commercial and transport hub within the historical region of French Flanders.
  • D. Kaiserswerth
    Kaiserswerth is a historic district in northern Düsseldorf, Germany, known for its medieval castle ruins and picturesque old town along the Rhine River.
  • E. Clervaux
    Clervaux is a small town and commune in northern Luxembourg known for its historic castle and picturesque Ardennes setting.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794514afc8190b334b1fc74a6cdd5 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f795e361c48190b37060312e7df181 completed May 3, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69f796e5c60c8190a19389bc4cdbd658 completed May 3, 2026, 6:41 p.m.
Created at: April 9, 2026, 9:54 p.m.