Triple
T12434356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Industries and Commerce, Punjab |
E297105
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Industries and Commerce Department, Punjab |
E297105
|
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: Industries and Commerce Department, Punjab | Statement: [Department of Industries and Commerce, Punjab, alsoKnownAs, Industries and Commerce Department, Punjab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industries and Commerce Department, Punjab Context triple: [Department of Industries and Commerce, Punjab, alsoKnownAs, Industries and Commerce Department, Punjab]
-
A.
Department of Industries and Commerce, Punjab
chosen
The Department of Industries and Commerce, Punjab is the state government agency responsible for formulating and implementing policies to promote industrial development, trade, and investment in the Indian state of Punjab.
-
B.
Department of Finance, Punjab
The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
-
C.
Department of Agriculture, Punjab
The Department of Agriculture, Punjab is the state government agency responsible for formulating and implementing agricultural policies, programs, and services to support farmers and enhance agricultural productivity in Punjab, India.
-
D.
Government of Punjab, Pakistan
The Government of Punjab, Pakistan is the provincial governing authority responsible for administering the Punjab province, including its legislative, executive, and public service functions.
-
E.
Sindh Finance Department
The Sindh Finance Department is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Sindh province.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d804c2c819082f2f86edcbb50de |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349f0f34819080e7d7f83f7baece |
completed | May 2, 2026, 5:30 p.m. |
Created at: April 8, 2026, 9:55 p.m.