Triple

T4981967
Position Surface form Disambiguated ID Type / Status
Subject Emilie Todd Helm E111907 entity
Predicate spouse P13 FINISHED
Object Benjamin Hardin Helm
Benjamin Hardin Helm was a Confederate brigadier general during the American Civil War and the brother-in-law of President Abraham Lincoln through his marriage to Emilie Todd Helm.
E486545 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: Benjamin Hardin Helm | Statement: [Emilie Todd Helm, spouse, Benjamin Hardin Helm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Hardin Helm
Context triple: [Emilie Todd Helm, spouse, Benjamin Hardin Helm]
  • A. William E. Hunt
    William E. Hunt was an American jurist who served as a justice on the Montana Supreme Court.
  • B. William H. Hunt
    William H. Hunt was a 19th-century American lawyer and statesman who served as U.S. Secretary of the Navy and played a key role in modernizing the Navy’s institutions and intelligence capabilities.
  • C. William W. Boone
    William W. Boone was an American logician and mathematician known for his work in mathematical logic and group theory, particularly on decision problems.
  • D. Louis W. Hill
    Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
  • E. Jesse E. Moorland
    Jesse E. Moorland was an African American minister, educator, and philanthropist whose extensive collection of books and documents on Black history helped form the foundation of Howard University’s Moorland–Spingarn Research Center.
  • 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: Benjamin Hardin Helm
Triple: [Emilie Todd Helm, spouse, Benjamin Hardin Helm]
Generated description
Benjamin Hardin Helm was a Confederate brigadier general during the American Civil War and the brother-in-law of President Abraham Lincoln through his marriage to Emilie Todd Helm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Hardin Helm
Target entity description: Benjamin Hardin Helm was a Confederate brigadier general during the American Civil War and the brother-in-law of President Abraham Lincoln through his marriage to Emilie Todd Helm.
  • A. William E. Hunt
    William E. Hunt was an American jurist who served as a justice on the Montana Supreme Court.
  • B. William H. Hunt
    William H. Hunt was a 19th-century American lawyer and statesman who served as U.S. Secretary of the Navy and played a key role in modernizing the Navy’s institutions and intelligence capabilities.
  • C. William W. Boone
    William W. Boone was an American logician and mathematician known for his work in mathematical logic and group theory, particularly on decision problems.
  • D. Louis W. Hill
    Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
  • E. Jesse E. Moorland
    Jesse E. Moorland was an African American minister, educator, and philanthropist whose extensive collection of books and documents on Black history helped form the foundation of Howard University’s Moorland–Spingarn Research Center.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd725310088190a44b5c02658edc52 completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be924befc08190a077adca99fb4b86 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be942dac9c8190a5861ca0aaa44c90 completed March 21, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:33 p.m.