Triple
T2109831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mapuche people |
E42476
|
entity |
| Predicate | traditionalHealer |
P17182
|
FINISHED |
| Object |
Machi
Machi are Mapuche spiritual leaders and healers who perform rituals, provide medicinal treatment, and mediate between the human and spiritual worlds.
|
E234608
|
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: Machi | Statement: [Mapuche people, traditionalHealer, Machi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machi Context triple: [Mapuche people, traditionalHealer, Machi]
-
A.
Machang
Machang is a town and administrative district in the Malaysian state of Kelantan, known for its semi-urban character and role as a local commercial and educational hub.
-
B.
Mella
Mella is a Spanish-language surname most notably associated with Cuban revolutionary leader Julio Antonio Mella.
-
C.
Yanam
Yanam is a coastal town and district enclave of the Union Territory of Puducherry in India, historically influenced by French colonial rule and culturally linked to the Telugu-speaking region of Andhra Pradesh.
-
D.
Parachi
Parachi is a lesser-known Eastern Iranian language spoken by a small community in parts of Afghanistan.
-
E.
Jandali
Jandali is an Arabic family name most notably associated with Abdulfattah Jandali, the biological father of Apple co-founder Steve Jobs.
- 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: Machi Triple: [Mapuche people, traditionalHealer, Machi]
Generated description
Machi are Mapuche spiritual leaders and healers who perform rituals, provide medicinal treatment, and mediate between the human and spiritual worlds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Machi Target entity description: Machi are Mapuche spiritual leaders and healers who perform rituals, provide medicinal treatment, and mediate between the human and spiritual worlds.
-
A.
Machang
Machang is a town and administrative district in the Malaysian state of Kelantan, known for its semi-urban character and role as a local commercial and educational hub.
-
B.
Mella
Mella is a Spanish-language surname most notably associated with Cuban revolutionary leader Julio Antonio Mella.
-
C.
Yanam
Yanam is a coastal town and district enclave of the Union Territory of Puducherry in India, historically influenced by French colonial rule and culturally linked to the Telugu-speaking region of Andhra Pradesh.
-
D.
Parachi
Parachi is a lesser-known Eastern Iranian language spoken by a small community in parts of Afghanistan.
-
E.
Jandali
Jandali is an Arabic family name most notably associated with Abdulfattah Jandali, the biological father of Apple co-founder Steve Jobs.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: traditionalHealer Context triple: [Mapuche people, traditionalHealer, Machi]
-
A.
traditionalUse
Indicates that something is used or practiced according to long-established customs, habits, or cultural traditions.
-
B.
ritualSpecialist
chosen
Indicates that one entity serves as a designated expert or practitioner responsible for performing or overseeing rituals in relation to another entity or context.
-
C.
traditionalLifestyle
Indicates that an entity follows or maintains long-established customs, practices, and ways of living, typically in contrast to modern or industrialized lifestyles.
-
D.
traditionalSpeakers
Indicates that the subject speaks a language in its traditional or heritage form, typically as part of a longstanding cultural or community practice.
-
E.
sacramentOfHealing
Indicates a relationship in which a religious sacrament is administered to bring spiritual or physical healing to a person.
- 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_69a8871040f08190aac2e2d0ab6b47ad |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbae1bacc8190beffc9d0470e9190 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae306ff3a481909ce3c34edb3ab0e2 |
completed | March 9, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69ae3112c4648190952ad02ef8037b36 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae3199909881909ffca021098c98ea |
completed | March 9, 2026, 2:34 a.m. |
| PD | Predicate disambiguation | batch_69abb7ba08948190a3c236bb53ee4257 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:43 p.m.