Triple

T19758630
Position Surface form Disambiguated ID Type / Status
Subject Shirlie Holliman E474568 entity
Predicate familyName P18 FINISHED
Object Holliman
Holliman is a surname most notably associated with English pop singer Shirlie Holliman, known for her work with Wham! and as part of the duo Pepsi & Shirlie.
 E1394611 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: Holliman | Statement: [Shirlie Holliman, familyName, Holliman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Holliman
Context triple: [Shirlie Holliman, familyName, Holliman]
  • A. Hollup
    "Hollup" is a popular Afrobeats track by Nigerian artist Mr Eazi that helped establish his signature laid-back, melodic style.
  • B. Hughan
    Hughan is a surname most notably associated with Jessie Wallace Hughan, an American educator, pacifist, and co-founder of the War Resisters League.
  • C. Rilland
    Rilland is a village in the Dutch province of Zeeland, located on the island of Zuid-Beveland.
  • D. Tilghman
    Tilghman is a masculine given name of English origin that has been borne by various notable American figures, including politicians and military officers.
  • E. Tilghman
    Tilghman is a surname most notably associated with Shirley M. Tilghman, a prominent molecular biologist and former president of Princeton University.
  • 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: Holliman
Triple: [Shirlie Holliman, familyName, Holliman]
Generated description
Holliman is a surname most notably associated with English pop singer Shirlie Holliman, known for her work with Wham! and as part of the duo Pepsi & Shirlie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Holliman
Target entity description: Holliman is a surname most notably associated with English pop singer Shirlie Holliman, known for her work with Wham! and as part of the duo Pepsi & Shirlie.
  • A. Hollup
    "Hollup" is a popular Afrobeats track by Nigerian artist Mr Eazi that helped establish his signature laid-back, melodic style.
  • B. Hughan
    Hughan is a surname most notably associated with Jessie Wallace Hughan, an American educator, pacifist, and co-founder of the War Resisters League.
  • C. Rilland
    Rilland is a village in the Dutch province of Zeeland, located on the island of Zuid-Beveland.
  • D. Tilghman
    Tilghman is a masculine given name of English origin that has been borne by various notable American figures, including politicians and military officers.
  • E. Tilghman
    Tilghman is a surname most notably associated with Shirley M. Tilghman, a prominent molecular biologist and former president of Princeton University.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6531d711c8190996fcf967c39c523 completed April 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd69f9a481909c82253039af1ec1 completed May 16, 2026, 12:42 a.m.
NEDg Description generation batch_6a07be1380608190b1efcd97a4bd0c15 completed May 16, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_6a07bfb095b08190a23710cf78a2b923 completed May 16, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:48 p.m.