Triple
T23396403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wichita language |
E559370
|
entity |
| Predicate | lastKnownFluentSpeaker |
P64080
|
FINISHED |
| Object |
Doris McLemore
Doris McLemore was a Native American woman recognized as the last fluent speaker and a key preserver of the endangered Wichita language.
|
E1582850
|
NE FINISHED |
How this triple was built (5 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: Doris McLemore | Statement: [Wichita language, lastKnownFluentSpeaker, Doris McLemore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doris McLemore Context triple: [Wichita language, lastKnownFluentSpeaker, Doris McLemore]
-
A.
Doris Cheatham
Doris Cheatham is an American former competitive swimmer who won a silver medal at the 1956 Summer Olympics.
-
B.
Edna Mae McCauley
Edna Mae McCauley is the central character in the 1980 drama film "Resurrection," a woman who miraculously survives a near-fatal accident and discovers she has the power to heal others.
-
C.
Betty Hodges
Betty Hodges is a person notable enough to be recognized as a significant bearer of the surname Hodges.
-
D.
Betty Jean Newsome
Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
-
E.
Delia Mae Drinkard
Delia Mae Drinkard is a member of the Drinkard family, a gospel-rooted musical clan from which several notable American singers emerged.
- 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: Doris McLemore Triple: [Wichita language, lastKnownFluentSpeaker, Doris McLemore]
Generated description
Doris McLemore was a Native American woman recognized as the last fluent speaker and a key preserver of the endangered Wichita language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doris McLemore Target entity description: Doris McLemore was a Native American woman recognized as the last fluent speaker and a key preserver of the endangered Wichita language.
-
A.
Doris Cheatham
Doris Cheatham is an American former competitive swimmer who won a silver medal at the 1956 Summer Olympics.
-
B.
Edna Mae McCauley
Edna Mae McCauley is the central character in the 1980 drama film "Resurrection," a woman who miraculously survives a near-fatal accident and discovers she has the power to heal others.
-
C.
Betty Hodges
Betty Hodges is a person notable enough to be recognized as a significant bearer of the surname Hodges.
-
D.
Betty Jean Newsome
Betty Jean Newsome was an American songwriter best known for co-writing James Brown’s classic soul ballad “It’s a Man’s Man’s Man’s World.”
-
E.
Delia Mae Drinkard
Delia Mae Drinkard is a member of the Drinkard family, a gospel-rooted musical clan from which several notable American singers emerged.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: lastKnownFluentSpeaker Context triple: [Wichita language, lastKnownFluentSpeaker, Doris McLemore]
-
A.
lastKnownSpeaker
Indicates the entity that was most recently identified or recorded as speaking in a given context or interaction.
-
B.
lastNativeSpeakersDiedOut
Indicates that the final remaining native speakers of a language or dialect have died, resulting in the loss of native speech for that language.
-
C.
endangeredLanguageSpeakerOf
Indicates that a person speaks a language that is classified as endangered.
-
D.
lastTraditionalNativeSpeakerOftenCitedAs
chosen
Indicates that the subject is widely regarded or referenced as the last traditional native speaker of the language or dialect in question.
-
E.
hasApproximateNativeSpeakers
Indicates that an entity is associated with an estimated or approximate number of people who speak it as their native language.
- F. None of above.
Provenance (6 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_69e24549610c8190a069d6411ce5f661 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a4dc48008190bdcf92f8d9a5232d |
completed | April 29, 2026, 6:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5def932881908633ef7c39ae5f37 |
completed | May 19, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0c5f90146c8190b5035747abcfdb6e |
completed | May 19, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c601b5d288190b5cf4f3e0c8cde15 |
completed | May 19, 2026, 1:05 p.m. |
| PD | Predicate disambiguation | batch_69f061dde2e481908308952f9c0d3c2e |
completed | April 28, 2026, 7:29 a.m. |
Created at: April 17, 2026, 5:36 p.m.