Triple

T20210592
Position Surface form Disambiguated ID Type / Status
Subject Hogwarts staff E493476 entity
Predicate hasMember P10 FINISHED
Object Cuthbert Binns
Cuthbert Binns is the ghostly History of Magic professor at Hogwarts in the Harry Potter series, known for his monotonous lectures and obliviousness to his own death.
E1417541 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: Cuthbert Binns | Statement: [Hogwarts staff, hasMember, Cuthbert Binns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cuthbert Binns
Context triple: [Hogwarts staff, hasMember, Cuthbert Binns]
  • A. Ninian Edwards
    Ninian Edwards was an early American politician who served as the territorial governor of Illinois and later as a U.S. Senator and the third governor of the state.
  • B. John Brotherton
    John Brotherton is an American actor known for his roles in horror films like "The Conjuring" and television series such as "Fuller House."
  • C. Cuthbert Hamilton
    Cuthbert Hamilton was a British artist and designer known for his involvement in the early 20th-century avant-garde, particularly the Vorticist movement.
  • D. William Lamberton
    William Lamberton was a prominent early 14th-century Scottish bishop and staunch supporter of Scottish independence, closely associated with figures like Robert the Bruce.
  • E. William Burnes
    William Burnes was a Scottish farmer and the father of poet Robert Burns, best known for having the Burns Cottage built as the family home where Robert was born.
  • 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: Cuthbert Binns
Triple: [Hogwarts staff, hasMember, Cuthbert Binns]
Generated description
Cuthbert Binns is the ghostly History of Magic professor at Hogwarts in the Harry Potter series, known for his monotonous lectures and obliviousness to his own death.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cuthbert Binns
Target entity description: Cuthbert Binns is the ghostly History of Magic professor at Hogwarts in the Harry Potter series, known for his monotonous lectures and obliviousness to his own death.
  • A. Ninian Edwards
    Ninian Edwards was an early American politician who served as the territorial governor of Illinois and later as a U.S. Senator and the third governor of the state.
  • B. John Brotherton
    John Brotherton is an American actor known for his roles in horror films like "The Conjuring" and television series such as "Fuller House."
  • C. Cuthbert Hamilton
    Cuthbert Hamilton was a British artist and designer known for his involvement in the early 20th-century avant-garde, particularly the Vorticist movement.
  • D. William Lamberton
    William Lamberton was a prominent early 14th-century Scottish bishop and staunch supporter of Scottish independence, closely associated with figures like Robert the Bruce.
  • E. William Burnes
    William Burnes was a Scottish farmer and the father of poet Robert Burns, best known for having the Burns Cottage built as the family home where Robert was born.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ed5691c8190bf253b1d4ee6e88f completed April 20, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843f09dc08190a9a6abc8075e1865 completed May 16, 2026, 10:16 a.m.
NEDg Description generation batch_6a0844e1d3048190a7fc63b16a5978e8 completed May 16, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0845ae60208190a0c4a2f5eeecc346 completed May 16, 2026, 10:23 a.m.
Created at: April 11, 2026, 11:38 p.m.