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.