Triple

T18660832
Position Surface form Disambiguated ID Type / Status
Subject Wayne family E456189 entity
Predicate oftenContrastedWith P11289 FINISHED
Object Arkham family
The Arkham family is a prominent and troubled Gotham City lineage associated with Arkham Asylum and a legacy of mental illness and dark history in the Batman universe.
E1335728 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: Arkham family | Statement: [Wayne family, oftenContrastedWith, Arkham family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkham family
Context triple: [Wayne family, oftenContrastedWith, Arkham family]
  • A. Hyde family
    The Hyde family was an English noble lineage prominent in the 17th century, notably producing Anne Hyde, Duchess of York and mother of future queens Mary II and Anne.
  • B. Lovecraft family
    The Lovecraft family is an American New England lineage best known for producing the influential horror writer H. P. Lovecraft and several of his ancestors and relatives.
  • C. Mortain family
    The Mortain family was a prominent medieval Norman noble house that held significant lands and titles in both Normandy and England.
  • D. Harkness family
    The Harkness family is an American family prominent in the late 19th and early 20th centuries for its substantial Standard Oil fortune and extensive philanthropic activities.
  • E. Aldrich family
    The Aldrich family is a prominent American political and business dynasty known for its influence in finance, industry, and public service across multiple generations.
  • 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: Arkham family
Triple: [Wayne family, oftenContrastedWith, Arkham family]
Generated description
The Arkham family is a prominent and troubled Gotham City lineage associated with Arkham Asylum and a legacy of mental illness and dark history in the Batman universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkham family
Target entity description: The Arkham family is a prominent and troubled Gotham City lineage associated with Arkham Asylum and a legacy of mental illness and dark history in the Batman universe.
  • A. Hyde family
    The Hyde family was an English noble lineage prominent in the 17th century, notably producing Anne Hyde, Duchess of York and mother of future queens Mary II and Anne.
  • B. Lovecraft family
    The Lovecraft family is an American New England lineage best known for producing the influential horror writer H. P. Lovecraft and several of his ancestors and relatives.
  • C. Mortain family
    The Mortain family was a prominent medieval Norman noble house that held significant lands and titles in both Normandy and England.
  • D. Harkness family
    The Harkness family is an American family prominent in the late 19th and early 20th centuries for its substantial Standard Oil fortune and extensive philanthropic activities.
  • E. Aldrich family
    The Aldrich family is a prominent American political and business dynasty known for its influence in finance, industry, and public service across multiple generations.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5508a30248190abdb51e345168849 completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172697c48190a776fbdcdae93967 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a0518f7f4f881908fdcaa91a4c8c92f completed May 14, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_6a051965a1a88190ac6648438a8e80d4 completed May 14, 2026, 12:37 a.m.
Created at: April 10, 2026, 11:48 a.m.