Triple

T11094573
Position Surface form Disambiguated ID Type / Status
Subject Stoker E262343 entity
Predicate notableBearer P458 FINISHED
Object Robert B. Stoker
Robert B. Stoker is an American political scientist and public policy scholar known for his work on urban politics, social welfare policy, and governance.
 E913801 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: Robert B. Stoker | Statement: [Stoker, notableBearer, Robert B. Stoker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert B. Stoker
Context triple: [Stoker, notableBearer, Robert B. Stoker]
  • A. Donald Stoker
    Donald Stoker is a military historian and author known for his works on strategy, war, and international relations.
  • B. Bram Stoker
    Bram Stoker was an Irish author best known for his 1897 novel "Dracula," a foundational work of Gothic horror fiction.
  • C. Don Stoker
    Don Stoker is an individual notable enough to be recognized as a prominent bearer of the surname Stoker.
  • D. Irving Noel Thornley Stoker
    Irving Noel Thornley Stoker was the son of Irish author Bram Stoker, best known for writing the classic Gothic novel "Dracula."
  • E. Matthew Gregory Lewis
    Matthew Gregory Lewis was an English novelist and dramatist best known for his sensational Gothic novel "The Monk," which made him a central figure in early Gothic literature.
  • 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: Robert B. Stoker
Triple: [Stoker, notableBearer, Robert B. Stoker]
Generated description
Robert B. Stoker is an American political scientist and public policy scholar known for his work on urban politics, social welfare policy, and governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert B. Stoker
Target entity description: Robert B. Stoker is an American political scientist and public policy scholar known for his work on urban politics, social welfare policy, and governance.
  • A. Donald Stoker
    Donald Stoker is a military historian and author known for his works on strategy, war, and international relations.
  • B. Bram Stoker
    Bram Stoker was an Irish author best known for his 1897 novel "Dracula," a foundational work of Gothic horror fiction.
  • C. Don Stoker
    Don Stoker is an individual notable enough to be recognized as a prominent bearer of the surname Stoker.
  • D. Irving Noel Thornley Stoker
    Irving Noel Thornley Stoker was the son of Irish author Bram Stoker, best known for writing the classic Gothic novel "Dracula."
  • E. Matthew Gregory Lewis
    Matthew Gregory Lewis was an English novelist and dramatist best known for his sensational Gothic novel "The Monk," which made him a central figure in early Gothic literature.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a0783e88190aae3d461730c2d70 completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cbfe70fc8190adf97e3ea7d06527 completed April 19, 2026, 12:35 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:27 p.m.