Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000348

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001460

distance 0.149

#2 · Buldhanacell 4720002352

distance 0.156 · cross-district

#3 · Parbhanicell 4890001464

distance 0.165

#4 · Parbhanicell 4890000835

distance 0.177

#5 · Beedcell 4700007224

distance 0.178 · cross-district

#6 · Parbhanicell 4890000654

distance 0.181

#7 · Jalnacell 4790003138

distance 0.181 · cross-district

#8 · Parbhanicell 4890001068

distance 0.182

#9 · Jalnacell 4790002688

distance 0.182 · cross-district

#10 · Parbhanicell 4890001010

distance 0.183

#11 · Dharashivcell 4880003196

distance 0.185 · cross-district

#12 · Nandedcell 4850003604

distance 0.185 · cross-district

#13 · Beedcell 4700005451

distance 0.185 · cross-district

#14 · Beedcell 4700008504

distance 0.186 · cross-district

#15 · Parbhanicell 4890000009

distance 0.186

#16 · Beedcell 4700008339

distance 0.188 · cross-district

#17 · Jalgaoncell 4780002804

distance 0.189 · cross-district

#18 · Beedcell 4700008493

distance 0.192 · 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":4890000348}}}'

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.