Triple
T4253542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Punjab, Pakistan |
E95914
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Saraiki people |
E79392
|
NE FINISHED |
How this triple was built (2 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: Saraiki people | Statement: [Southern Punjab, Pakistan, hasEthnicGroup, Saraiki people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saraiki people Context triple: [Southern Punjab, Pakistan, hasEthnicGroup, Saraiki people]
-
A.
Saraiki people
chosen
The Saraiki people are an Indo-Aryan ethnic group primarily inhabiting south-central Pakistan, known for their distinct Saraiki language, rich Sufi cultural traditions, and agrarian heritage.
-
B.
Kohistani people
The Kohistani people are an Indo-Aryan ethnic group native to the mountainous Kohistan region of northern Pakistan, known for their distinct languages, culture, and traditions.
-
C.
Baloch people
The Baloch people are an Iranian ethnic group primarily inhabiting the Balochistan region spanning parts of Pakistan, Iran, and Afghanistan, known for their distinct language, tribal social structure, and rich nomadic and warrior traditions.
-
D.
Brahui people
The Brahui people are a Dravidian-speaking ethnic group primarily inhabiting central and eastern Balochistan, known for their distinct language and cultural traditions amid predominantly Iranian-language neighbors.
-
E.
Sindhi people
The Sindhi people are an Indo-Aryan ethnic group native to the Sindh region of present-day Pakistan, known for their distinct Sindhi language, rich Sufi-influenced culture, and long history of trade and migration across South Asia and beyond.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ebe6fbc8190a89269b478b3f435 |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a8845e6081908bbf1aef2a2da754 |
completed | March 14, 2026, 6:27 p.m. |
Created at: March 12, 2026, 11:06 p.m.