Triple
T9269224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pero |
E222779
|
entity |
| Predicate | isSpokenBy |
P2181
|
FINISHED |
| Object |
Pero people
The Pero people are an ethnic group primarily found in northeastern Nigeria, known for their distinct language and cultural traditions.
|
E788790
|
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: Pero people | Statement: [Pero, isSpokenBy, Pero people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pero people Context triple: [Pero, isSpokenBy, Pero people]
-
A.
Pericú people
The Pericú people were an Indigenous group native to the southern tip of Baja California Sur, Mexico, known for their distinct culture, maritime lifestyle, and early contact-era resistance to Spanish colonization.
-
B.
Amuzgo people
The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
-
C.
Chiquitano people
The Chiquitano people are an Indigenous group of the lowland regions of eastern Bolivia, known for their distinct language, traditional communal lifestyles, and historical association with Jesuit mission settlements.
-
D.
Picunche people
The Picunche people were an indigenous group of central Chile, culturally related to the Mapuche, who inhabited the region prior to and during early Spanish colonization.
-
E.
Tacana people
The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
- 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: Pero people Triple: [Pero, isSpokenBy, Pero people]
Generated description
The Pero people are an ethnic group primarily found in northeastern Nigeria, known for their distinct language and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pero people Target entity description: The Pero people are an ethnic group primarily found in northeastern Nigeria, known for their distinct language and cultural traditions.
-
A.
Pericú people
The Pericú people were an Indigenous group native to the southern tip of Baja California Sur, Mexico, known for their distinct culture, maritime lifestyle, and early contact-era resistance to Spanish colonization.
-
B.
Amuzgo people
The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
-
C.
Chiquitano people
The Chiquitano people are an Indigenous group of the lowland regions of eastern Bolivia, known for their distinct language, traditional communal lifestyles, and historical association with Jesuit mission settlements.
-
D.
Picunche people
The Picunche people were an indigenous group of central Chile, culturally related to the Mapuche, who inhabited the region prior to and during early Spanish colonization.
-
E.
Tacana people
The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd074ef7408190b213c09491918132 |
completed | April 1, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2239a08190b954c8c57ced8fd2 |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09cf11e488190b61f4a61002454e6 |
completed | April 4, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e2450048190b5aa31507e54d6c8 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:33 p.m.