Triple

T10942694
Position Surface form Disambiguated ID Type / Status
Subject Mary Livingston Ludlow E258512 entity
Predicate memberOf P10 FINISHED
Object Ludlow family
The Ludlow family is a prominent American lineage known for its historical influence and social standing, particularly in New York high society.
 E895447 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: Ludlow family | Statement: [Mary Livingston Ludlow, memberOf, Ludlow family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ludlow family
Context triple: [Mary Livingston Ludlow, memberOf, Ludlow family]
  • A. Lodge family
    The Lodge family is a prominent American political dynasty best known for producing influential statesmen such as senators Henry Cabot Lodge and Henry Cabot Lodge Jr.
  • B. Hildreth family
    The Hildreth family is a historically significant family associated with Lowell, Massachusetts, whose members were prominent enough in the area to have a local cemetery named in their honor.
  • C. Bullough family
    The Bullough family is a prominent British industrial dynasty known for its significant role in the textile machinery industry and ownership of the Isle of Rùm in Scotland.
  • D. Haliburton family
    The Haliburton family was a prominent Scottish noble lineage influential in medieval and early modern Scotland.
  • E. Lytton family
    The Lytton family is a prominent British aristocratic lineage known for its political influence, literary figures, and long-standing role in the United Kingdom’s social and cultural history.
  • 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: Ludlow family
Triple: [Mary Livingston Ludlow, memberOf, Ludlow family]
Generated description
The Ludlow family is a prominent American lineage known for its historical influence and social standing, particularly in New York high society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ludlow family
Target entity description: The Ludlow family is a prominent American lineage known for its historical influence and social standing, particularly in New York high society.
  • A. Lodge family
    The Lodge family is a prominent American political dynasty best known for producing influential statesmen such as senators Henry Cabot Lodge and Henry Cabot Lodge Jr.
  • B. Hildreth family
    The Hildreth family is a historically significant family associated with Lowell, Massachusetts, whose members were prominent enough in the area to have a local cemetery named in their honor.
  • C. Bullough family
    The Bullough family is a prominent British industrial dynasty known for its significant role in the textile machinery industry and ownership of the Isle of Rùm in Scotland.
  • D. Haliburton family
    The Haliburton family was a prominent Scottish noble lineage influential in medieval and early modern Scotland.
  • E. Lytton family
    The Lytton family is a prominent British aristocratic lineage known for its political influence, literary figures, and long-standing role in the United Kingdom’s social and cultural history.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770c3fb388190a598f89ae59a7b51 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c1ed4f081909ac5731dac325466 completed April 17, 2026, 1:56 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.