Triple
T16656437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyle Campbell |
E404742
|
entity |
| Predicate | hasConductedFieldworkOn |
P124153
|
FINISHED |
| Object | Mayan languages |
E28875
|
NE FINISHED |
How this triple was built (3 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: Mayan languages | Statement: [Lyle Campbell, hasConductedFieldworkOn, Mayan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mayan languages Context triple: [Lyle Campbell, hasConductedFieldworkOn, Mayan languages]
-
A.
Mayan languages
chosen
Mayan languages are a family of indigenous languages spoken primarily in southern Mexico and Central America, known for their ancient hieroglyphic writing and continuity from the Classic Maya civilization to modern Maya communities.
-
B.
Mesoamerican languages
Mesoamerican languages are a diverse group of indigenous language families and isolates spoken in the cultural region of Mesoamerica, including parts of present-day Mexico and Central America.
-
C.
Lacandon Maya language
The Lacandon Maya language is an indigenous Mayan language spoken by the Lacandon people of southeastern Mexico, known for preserving many archaic features of the Mayan language family.
-
D.
Huastecan languages
The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
-
E.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasConductedFieldworkOn Context triple: [Lyle Campbell, hasConductedFieldworkOn, Mayan languages]
-
A.
placeOfFieldwork
Indicates the location where a person conducts or has conducted their fieldwork activities.
-
B.
hasResearchCamp
Indicates that an entity operates, hosts, or is associated with a research camp.
-
C.
periodOfFieldwork
Indicates the time span during which the fieldwork activity took place.
-
D.
hasResearchActivities
Indicates that an entity engages in, conducts, or is associated with research-related activities.
-
E.
conductsResearchAt
Indicates that a subject carries out research activities at a specified institution, organization, or location.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfb2b308190bf3559df9fbb126f |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00918e61ac8190a01baf353a6a745c |
completed | May 10, 2026, 2:09 p.m. |
| PD | Predicate disambiguation | batch_69e319b1d7f08190b5ecb4a68c636c15 |
completed | April 18, 2026, 5:42 a.m. |
| PDg | Predicate description generation | batch_69e326b9e84881909a9166e65bd850d6 |
completed | April 18, 2026, 6:37 a.m. |
Created at: April 10, 2026, 5:18 a.m.