Triple

T10980310
Position Surface form Disambiguated ID Type / Status
Subject Mary Elizabeth Alexander Hanford E259485 entity
Predicate hasFamilyName P18 FINISHED
Object Hanford
Hanford is a surname of English origin borne by various notable individuals, including American politician Mary Elizabeth Alexander Hanford (Elizabeth Dole).
E897111 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: Hanford | Statement: [Mary Elizabeth Alexander Hanford, hasFamilyName, Hanford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanford
Context triple: [Mary Elizabeth Alexander Hanford, hasFamilyName, Hanford]
  • A. Hanford
    Hanford is a village in Staffordshire, England, situated near the town of Trentham and forming part of the wider Stoke-on-Trent urban area.
  • B. Hanford
    Hanford is a small agricultural and commercial city in California’s San Joaquin Valley, known as a regional hub for farming, dairy production, and historic downtown architecture.
  • C. Berkel
    The Berkel is a river in the eastern Netherlands and western Germany that flows through the Achterhoek region before joining the IJssel.
  • D. Hanford Site, Washington
    Hanford Site, Washington is a large decommissioned nuclear production complex along the Columbia River that was central to U.S. plutonium production during and after World War II and is now one of the nation’s most challenging environmental cleanup sites.
  • E. Richland, Washington
    Richland, Washington is a city in southeastern Washington State known for its central role in the U.S. nuclear industry and its proximity to the Hanford nuclear reservation.
  • 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: Hanford
Triple: [Mary Elizabeth Alexander Hanford, hasFamilyName, Hanford]
Generated description
Hanford is a surname of English origin borne by various notable individuals, including American politician Mary Elizabeth Alexander Hanford (Elizabeth Dole).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanford
Target entity description: Hanford is a surname of English origin borne by various notable individuals, including American politician Mary Elizabeth Alexander Hanford (Elizabeth Dole).
  • A. Hanford
    Hanford is a small agricultural and commercial city in California’s San Joaquin Valley, known as a regional hub for farming, dairy production, and historic downtown architecture.
  • B. Hanford
    Hanford is a village in Staffordshire, England, situated near the town of Trentham and forming part of the wider Stoke-on-Trent urban area.
  • C. Berkel
    The Berkel is a river in the eastern Netherlands and western Germany that flows through the Achterhoek region before joining the IJssel.
  • D. Hanford Site, Washington
    Hanford Site, Washington is a large decommissioned nuclear production complex along the Columbia River that was central to U.S. plutonium production during and after World War II and is now one of the nation’s most challenging environmental cleanup sites.
  • E. Richland, Washington
    Richland, Washington is a city in southeastern Washington State known for its central role in the U.S. nuclear industry and its proximity to the Hanford nuclear reservation.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d772e97cf88190a65dab3ec4e5f7f3 completed April 9, 2026, 9:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7cb8fe08190b9de7b970968da48 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.