Triple

T4463221
Position Surface form Disambiguated ID Type / Status
Subject Jane Lampton Clemens E98306 entity
Predicate child P120 FINISHED
Object Margaret Clemens
Margaret Clemens was one of the daughters of Jane Lampton Clemens and a member of the family of American author Mark Twain (Samuel Clemens).
 E331882 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: Margaret Clemens | Statement: [Jane Lampton Clemens, child, Margaret Clemens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Clemens
Context triple: [Jane Lampton Clemens, child, Margaret Clemens]
  • A. Margaret Clemens
    Margaret Clemens was one of the daughters of the famed American author Mark Twain (Samuel Clemens).
  • B. Pamela Clemens
    Pamela Clemens was one of Mark Twain’s siblings and a member of the Clemens family into which the famous American author was born.
  • C. Clara Clemens
    Clara Clemens was an American singer and the only surviving daughter of author Mark Twain, known for managing and promoting her father's literary legacy.
  • D. Olivia Langdon Clemens
    Olivia Langdon Clemens was the educated, reform-minded wife of author Mark Twain, known for her strong moral influence on his work and her involvement in social causes.
  • E. Olivia Susan Clemens
    Olivia Susan Clemens was the daughter of American author Mark Twain (Samuel Clemens) and his wife Olivia Langdon Clemens.
  • 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: Margaret Clemens
Triple: [Jane Lampton Clemens, child, Margaret Clemens]
Generated description
Margaret Clemens was one of the daughters of Jane Lampton Clemens and a member of the family of American author Mark Twain (Samuel Clemens).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Clemens
Target entity description: Margaret Clemens was one of the daughters of Jane Lampton Clemens and a member of the family of American author Mark Twain (Samuel Clemens).
  • A. Margaret Clemens chosen
    Margaret Clemens was one of the daughters of the famed American author Mark Twain (Samuel Clemens).
  • B. Pamela Clemens
    Pamela Clemens was one of Mark Twain’s siblings and a member of the Clemens family into which the famous American author was born.
  • C. Clara Clemens
    Clara Clemens was an American singer and the only surviving daughter of author Mark Twain, known for managing and promoting her father's literary legacy.
  • D. Olivia Langdon Clemens
    Olivia Langdon Clemens was the educated, reform-minded wife of author Mark Twain, known for her strong moral influence on his work and her involvement in social causes.
  • E. Olivia Susan Clemens
    Olivia Susan Clemens was the daughter of American author Mark Twain (Samuel Clemens) and his wife Olivia Langdon Clemens.
  • F. None of above.

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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3567913788190ac4f28fbe63a4fa9 completed March 13, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6376c8e74819087aa2ff3e4429674 completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b63b3e39608190890b6da972f28eeb completed March 15, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69b63baa6e9081909d9f87d528b4f2bb completed March 15, 2026, 4:55 a.m.
Created at: March 12, 2026, 11:34 p.m.