Triple
T4069613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mam |
E86612
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Central Mam
Central Mam is a major regional variety of the Mam Mayan language spoken primarily in the western highlands of Guatemala.
|
E411185
|
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: Central Mam | Statement: [Mam, hasDialect, Central Mam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Mam Context triple: [Mam, hasDialect, Central Mam]
-
A.
Central Sama
Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
-
B.
Macleay Valley
Macleay Valley is a coastal region in New South Wales, Australia, known for its rivers, beaches, and rural communities centered around the town of Kempsey.
-
C.
Mother Lode region
The Mother Lode region is a historic gold-bearing area in the Sierra Nevada foothills of California, famed as the heart of the 19th-century gold-mining boom.
-
D.
Mumuye
The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
-
E.
Pamet River Valley
Pamet River Valley is a scenic glacially carved valley in Truro, Massachusetts, known for its salt marshes, dunes, and hiking trails near the Atlantic coast.
- 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: Central Mam Triple: [Mam, hasDialect, Central Mam]
Generated description
Central Mam is a major regional variety of the Mam Mayan language spoken primarily in the western highlands of Guatemala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Mam Target entity description: Central Mam is a major regional variety of the Mam Mayan language spoken primarily in the western highlands of Guatemala.
-
A.
Central Sama
Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
-
B.
Macleay Valley
Macleay Valley is a coastal region in New South Wales, Australia, known for its rivers, beaches, and rural communities centered around the town of Kempsey.
-
C.
Mother Lode region
The Mother Lode region is a historic gold-bearing area in the Sierra Nevada foothills of California, famed as the heart of the 19th-century gold-mining boom.
-
D.
Mumuye
The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
-
E.
Pamet River Valley
Pamet River Valley is a scenic glacially carved valley in Truro, Massachusetts, known for its salt marshes, dunes, and hiking trails near the Atlantic coast.
- 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_69aed93ebe448190a1f1686e28740ac9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbfa45c88190b7b13b35de816378 |
completed | March 9, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562b6eb708190a7f60192d8df9a27 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5668984988190bb4239df9e283142 |
completed | March 14, 2026, 1:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b566ea87f88190ad03e548de53553f |
completed | March 14, 2026, 1:47 p.m. |
Created at: March 9, 2026, 3:38 p.m.