Triple

T10404799
Position Surface form Disambiguated ID Type / Status
Subject Ab-Soul E245233 entity
Predicate birthName P65 FINISHED
Object Herbert Anthony Stevens IV
Herbert Anthony Stevens IV is an American rapper and songwriter better known by his stage name Ab-Soul, a member of the hip hop collective Black Hippy and a prominent artist on the Top Dawg Entertainment label.
E861805 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: Herbert Anthony Stevens IV | Statement: [Ab-Soul, birthName, Herbert Anthony Stevens IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Anthony Stevens IV
Context triple: [Ab-Soul, birthName, Herbert Anthony Stevens IV]
  • A. Edward Stabler
    Edward Stabler was a 19th-century Quaker pharmacist and businessman best known for establishing the apothecary that later became the Stabler–Leadbeater Apothecary Museum in Alexandria, Virginia.
  • B. Robert M. Stevens
    Robert M. Stevens is a cinematographer known for his work on feature films, including the romantic comedy "40 Days and 40 Nights."
  • C. Allen Stevens
    Allen Stevens is a designer best known for creating the mission patch for NASA's Gemini 9A spaceflight.
  • D. Thomas G. Stemberg
    Thomas G. Stemberg was an American businessman and entrepreneur best known as the co-founder and longtime leader of the office-supplies retail chain Staples.
  • E. Leslie Clark Stevens IV
    Leslie Clark Stevens IV, better known as Leslie Stevens, was an American writer, director, and producer best known as the creator of the 1960s science fiction television series "The Outer Limits."
  • 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: Herbert Anthony Stevens IV
Triple: [Ab-Soul, birthName, Herbert Anthony Stevens IV]
Generated description
Herbert Anthony Stevens IV is an American rapper and songwriter better known by his stage name Ab-Soul, a member of the hip hop collective Black Hippy and a prominent artist on the Top Dawg Entertainment label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Anthony Stevens IV
Target entity description: Herbert Anthony Stevens IV is an American rapper and songwriter better known by his stage name Ab-Soul, a member of the hip hop collective Black Hippy and a prominent artist on the Top Dawg Entertainment label.
  • A. Edward Stabler
    Edward Stabler was a 19th-century Quaker pharmacist and businessman best known for establishing the apothecary that later became the Stabler–Leadbeater Apothecary Museum in Alexandria, Virginia.
  • B. Robert M. Stevens
    Robert M. Stevens is a cinematographer known for his work on feature films, including the romantic comedy "40 Days and 40 Nights."
  • C. Allen Stevens
    Allen Stevens is a designer best known for creating the mission patch for NASA's Gemini 9A spaceflight.
  • D. Thomas G. Stemberg
    Thomas G. Stemberg was an American businessman and entrepreneur best known as the co-founder and longtime leader of the office-supplies retail chain Staples.
  • E. Leslie Clark Stevens IV
    Leslie Clark Stevens IV, better known as Leslie Stevens, was an American writer, director, and producer best known as the creator of the 1960s science fiction television series "The Outer Limits."
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e5fb58819081d7d3e1dc625197 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbe721b48190a4fd0c1d839c580e completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:08 p.m.