Triple

T5552959
Position Surface form Disambiguated ID Type / Status
Subject John Galton E145569 entity
Predicate memberOf P10 FINISHED
Object Galton family
The Galton family is a prominent English Quaker and later scientific and industrial family best known for producing figures such as statistician and polymath Francis Galton.
E530216 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: Galton family | Statement: [John Galton, memberOf, Galton family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Galton family
Context triple: [John Galton, memberOf, Galton family]
  • A. Russell family
    The Russell family is a fictional family connected to Edith Finch in the narrative universe of the video game "What Remains of Edith Finch."
  • B. Russell family
    The Russell family is a prominent British aristocratic lineage that has produced several notable political and naval figures, including earls and dukes.
  • C. Darwin family
    The Darwin family is a prominent English lineage best known for producing naturalist Charles Darwin and several other influential scientists and intellectuals.
  • D. Herbert family
    The Herbert family is a prominent British aristocratic lineage historically associated with the Earls of Powis and other notable noble titles.
  • E. Sanger family
    The Sanger family was a prominent Texas merchant family whose influence and contributions to the region led to places such as the town of Sanger being named in their honor.
  • 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: Galton family
Triple: [John Galton, memberOf, Galton family]
Generated description
The Galton family is a prominent English Quaker and later scientific and industrial family best known for producing figures such as statistician and polymath Francis Galton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Galton family
Target entity description: The Galton family is a prominent English Quaker and later scientific and industrial family best known for producing figures such as statistician and polymath Francis Galton.
  • A. Russell family
    The Russell family is a fictional family connected to Edith Finch in the narrative universe of the video game "What Remains of Edith Finch."
  • B. Russell family
    The Russell family is a prominent British aristocratic lineage that has produced several notable political and naval figures, including earls and dukes.
  • C. Darwin family
    The Darwin family is a prominent English lineage best known for producing naturalist Charles Darwin and several other influential scientists and intellectuals.
  • D. Herbert family
    The Herbert family is a prominent British aristocratic lineage historically associated with the Earls of Powis and other notable noble titles.
  • E. Sanger family
    The Sanger family was a prominent Texas merchant family whose influence and contributions to the region led to places such as the town of Sanger being named in their honor.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ff872bc81908e14776f7ba4154e completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283878d88190ac60064e604aa002 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0407824dc81908bc6a9662e0dbe7a completed March 22, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04141ea408190aba1463d56ad6b7d completed March 22, 2026, 7:21 p.m.
Created at: March 22, 2026, 3:35 p.m.