Triple

T8507690
Position Surface form Disambiguated ID Type / Status
Subject G Herbo E201373 entity
Predicate collaborativeMixtape P24091 FINISHED
Object No Limitations
"No Limitations" is a collaborative hip-hop mixtape by Chicago rapper G Herbo, showcasing his gritty street narratives and rapid-fire delivery over hard-hitting production.
E739479 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: No Limitations | Statement: [G Herbo, collaborativeMixtape, No Limitations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: No Limitations
Context triple: [G Herbo, collaborativeMixtape, No Limitations]
  • A. Unrestricted
    Unrestricted is the second studio album by American rapper Da Brat, showcasing her shift toward a more mainstream, sexually assertive image and sound in the late 1990s hip-hop scene.
  • B. Rules Don't Apply
    Rules Don't Apply is a 2016 romantic dramedy film set in 1950s Hollywood that follows the relationship between a young actress and her driver while working under the eccentric billionaire Howard Hughes.
  • C. No Control
    "No Control" is a 1989 punk rock album by Bad Religion that is widely regarded as one of their most influential and defining releases.
  • D. No Guidance
    "No Guidance" is a 2019 R&B single by Chris Brown featuring Drake, known for its smooth production, chart success, and the high-profile collaboration between the two artists.
  • E. No Code of Conduct
    No Code of Conduct is a 1998 American action crime film starring Charlie Sheen and Martin Sheen, centered on police corruption and drug trafficking.
  • 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: No Limitations
Triple: [G Herbo, collaborativeMixtape, No Limitations]
Generated description
"No Limitations" is a collaborative hip-hop mixtape by Chicago rapper G Herbo, showcasing his gritty street narratives and rapid-fire delivery over hard-hitting production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: No Limitations
Target entity description: "No Limitations" is a collaborative hip-hop mixtape by Chicago rapper G Herbo, showcasing his gritty street narratives and rapid-fire delivery over hard-hitting production.
  • A. Unrestricted
    Unrestricted is the second studio album by American rapper Da Brat, showcasing her shift toward a more mainstream, sexually assertive image and sound in the late 1990s hip-hop scene.
  • B. Rules Don't Apply
    Rules Don't Apply is a 2016 romantic dramedy film set in 1950s Hollywood that follows the relationship between a young actress and her driver while working under the eccentric billionaire Howard Hughes.
  • C. No Control
    "No Control" is a 1989 punk rock album by Bad Religion that is widely regarded as one of their most influential and defining releases.
  • D. No Guidance
    "No Guidance" is a 2019 R&B single by Chris Brown featuring Drake, known for its smooth production, chart success, and the high-profile collaboration between the two artists.
  • E. No Code of Conduct
    No Code of Conduct is a 1998 American action crime film starring Charlie Sheen and Martin Sheen, centered on police corruption and drug trafficking.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4578d9c8819096b3853d01c3ec11 completed March 31, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e37b0548190908632fd167efac1 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce5245c69c8190a2cd9a23954872e5 completed April 2, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69ce52d5c264819098e20971a8093acf completed April 2, 2026, 11:28 a.m.
Created at: March 30, 2026, 6:14 p.m.