Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002897

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001406

distance 0.183 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690004340

distance 0.204 · cross-district

#3 · Parbhanicell 4890001333

distance 0.208

#4 · Solapurcell 4960000845

distance 0.211 · cross-district

#5 · Jalnacell 4790000305

distance 0.214 · cross-district

#6 · Dharashivcell 4880000567

distance 0.222 · cross-district

#7 · Parbhanicell 4890002989

distance 0.229

#8 · Buldhanacell 4720000917

distance 0.229 · cross-district

#9 · Solapurcell 4960006952

distance 0.23 · cross-district

#10 · Dharashivcell 4880001029

distance 0.235 · cross-district

#11 · Solapurcell 4960005319

distance 0.236 · cross-district

#12 · Beedcell 4700000531

distance 0.241 · cross-district

#13 · Jalgaoncell 4780001693

distance 0.241 · cross-district

#14 · Beedcell 4700003629

distance 0.243 · cross-district

#15 · Beedcell 4700007739

distance 0.245 · cross-district

#16 · Beedcell 4700008648

distance 0.246 · cross-district

#17 · Beedcell 4700002043

distance 0.246 · cross-district

#18 · Beedcell 4700004314

distance 0.247 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890002897}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.