Triple
T7941564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holy Family Hospital |
E184403
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | northern Punjab |
E146516
|
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: northern Punjab | Statement: [Holy Family Hospital, serves, northern Punjab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Punjab Context triple: [Holy Family Hospital, serves, northern Punjab]
-
A.
southern Punjab, Pakistan
Southern Punjab, Pakistan is a culturally distinct region in the south of Pakistan’s Punjab province, known for its Saraiki-speaking population, Sufi heritage, and agrarian economy.
-
B.
western Punjab region
The western Punjab region is a culturally and linguistically distinct area of the historical Punjab, now largely in Pakistan, known for its Punjabi dialects, agriculture, and shared Sikh and Muslim heritage.
-
C.
Upper Sindh Frontier
Upper Sindh Frontier was a historical frontier region in northern Sindh, in present-day Pakistan, that served as a strategic boundary area during the Talpur and early British colonial periods.
-
D.
Punjab, Pakistan
chosen
Punjab, Pakistan is a populous and agriculturally rich province in eastern Pakistan, known for its cultural heritage, Punjabi language, and role as the country’s political and economic heartland.
-
E.
northern Pakistan
Northern Pakistan is a mountainous region of Pakistan that includes parts of the Himalayas, Karakoram, and Hindu Kush ranges and is known for its dramatic landscapes and high-altitude valleys.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0c16b8819093c5d1719cd65ee3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc937366b8819091f08f8f7facf6f6 |
completed | April 1, 2026, 3:39 a.m. |
Created at: March 30, 2026, 5:09 p.m.