Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000005

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001088

distance 0.165 · cross-district

#2 · Parbhanicell 4890000000

distance 0.171

#3 · Laturcell 4810005606

distance 0.171 · cross-district

#4 · Beedcell 4700002608

distance 0.175 · cross-district

#5 · Beedcell 4700004651

distance 0.181 · cross-district

#6 · Buldhanacell 4720002429

distance 0.182 · cross-district

#7 · Parbhanicell 4890000006

distance 0.182

#8 · Dharashivcell 4880003003

distance 0.187 · cross-district

#9 · Beedcell 4700002117

distance 0.191 · cross-district

#10 · Dharashivcell 4880002927

distance 0.191 · cross-district

#11 · Beedcell 4700001358

distance 0.197 · cross-district

#12 · Dharashivcell 4880005821

distance 0.197 · cross-district

#13 · Laturcell 4810004213

distance 0.199 · cross-district

#14 · Nandedcell 4850004312

distance 0.199 · cross-district

#15 · Dharashivcell 4880006244

distance 0.2 · cross-district

#16 · Parbhanicell 4890000254

distance 0.202

#17 · Dharashivcell 4880002386

distance 0.205 · cross-district

#18 · Laturcell 4810001980

distance 0.205 · 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":4890000005}}}'

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.