Triple

T3515168
Position Surface form Disambiguated ID Type / Status
Subject Yuman E74287 entity
Predicate studiedBy P1945 FINISHED
Object linguist Margaret Langdon
Linguist Margaret Langdon was a prominent American scholar known for her extensive documentation and analysis of Yuman and other Native American languages of the U.S.–Mexico borderlands.
E365516 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: linguist Margaret Langdon | Statement: [Yuman, studiedBy, linguist Margaret Langdon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linguist Margaret Langdon
Context triple: [Yuman, studiedBy, linguist Margaret Langdon]
  • A. Elinor Junkin
    Elinor Junkin was the first wife of Confederate General Thomas “Stonewall” Jackson, who died young shortly after their marriage in the 1850s.
  • B. Dr. Eleanor O’Hara
    Dr. Eleanor O’Hara is a fictional, sharp-witted British emergency room physician on the TV series "Nurse Jackie."
  • C. Elizabeth Hartnett
    Elizabeth Hartnett is a person notable enough to be recognized as a bearer of the Hartnett surname, though specific widely known achievements or roles are not clearly documented.
  • D. Dr. Martha Livingston
    Dr. Martha Livingston is the skeptical court-appointed psychiatrist who investigates a young nun’s shocking pregnancy and alleged infanticide in the play and film "Agnes of God."
  • E. Janet M. Lang
    Janet M. Lang is a scholar and co-author known for her collaborative work with James G. Blight on Cold War history and crisis decision-making.
  • 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: linguist Margaret Langdon
Triple: [Yuman, studiedBy, linguist Margaret Langdon]
Generated description
Linguist Margaret Langdon was a prominent American scholar known for her extensive documentation and analysis of Yuman and other Native American languages of the U.S.–Mexico borderlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linguist Margaret Langdon
Target entity description: Linguist Margaret Langdon was a prominent American scholar known for her extensive documentation and analysis of Yuman and other Native American languages of the U.S.–Mexico borderlands.
  • A. Elinor Junkin
    Elinor Junkin was the first wife of Confederate General Thomas “Stonewall” Jackson, who died young shortly after their marriage in the 1850s.
  • B. Dr. Eleanor O’Hara
    Dr. Eleanor O’Hara is a fictional, sharp-witted British emergency room physician on the TV series "Nurse Jackie."
  • C. Elizabeth Hartnett
    Elizabeth Hartnett is a person notable enough to be recognized as a bearer of the Hartnett surname, though specific widely known achievements or roles are not clearly documented.
  • D. Dr. Martha Livingston
    Dr. Martha Livingston is the skeptical court-appointed psychiatrist who investigates a young nun’s shocking pregnancy and alleged infanticide in the play and film "Agnes of God."
  • E. Janet M. Lang
    Janet M. Lang is a scholar and co-author known for her collaborative work with James G. Blight on Cold War history and crisis decision-making.
  • 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_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc30362c81908ca7497a6a935cc6 completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e7a5ab08190971c9dfd6550eb2d completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37ff7b1c8819085b16ea9eb9175eb completed March 13, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3808903e481908d312766e126204f completed March 13, 2026, 3:12 a.m.
Created at: March 8, 2026, 3:19 p.m.