Triple
T15290660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Langdon |
E365516
|
entity |
| Predicate | studied |
P778
|
FINISHED |
| Object | Yuman language family |
E2260
|
NE FINISHED |
How this triple was built (2 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: Yuman language family | Statement: [Margaret Langdon, studied, Yuman language family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yuman language family Context triple: [Margaret Langdon, studied, Yuman language family]
-
A.
Yuman language family
chosen
The Yuman language family is a group of closely related Indigenous languages spoken primarily in the lower Colorado River region and adjacent areas of the southwestern United States and northwestern Mexico.
-
B.
Sáliban language family
The Sáliban language family is a small group of indigenous languages of northern South America, spoken primarily in parts of Venezuela and Colombia.
-
C.
Yok-Utian languages
The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
-
D.
Salinan language family
The Salinan language family is a small group of closely related, now-extinct Native American languages once spoken by the Salinan people in central California.
-
E.
Chumashan languages
The Chumashan languages are a small family of closely related, now mostly extinct Native American languages once spoken along the central and southern California coast by the Chumash people.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03680b60c8190a3ea54a9d34c8105 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b39b6f88190ac9d6532e99fda31 |
completed | May 9, 2026, 10:23 a.m. |
Created at: April 10, 2026, 3:15 a.m.