Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001422

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001220

distance 0.083

#2 · Parbhanicell 4890000974

distance 0.096

#3 · Parbhanicell 4890000915

distance 0.135

#4 · Parbhanicell 4890001159

distance 0.143

#5 · Parbhanicell 4890001221

distance 0.151

#6 · Parbhanicell 4890001033

distance 0.177

#7 · Jalgaoncell 4780000501

distance 0.178 · cross-district

#8 · Jalgaoncell 4780000458

distance 0.178 · cross-district

#9 · Jalgaoncell 4780000426

distance 0.181 · cross-district

#10 · Jalgaoncell 4780000462

distance 0.185 · cross-district

#11 · Parbhanicell 4890000244

distance 0.187

#12 · Jalgaoncell 4780000496

distance 0.19 · cross-district

#13 · Jalgaoncell 4780000500

distance 0.194 · cross-district

#14 · Chandrapurcell 4730006367

distance 0.195 · cross-district

#15 · Jalgaoncell 4780000291

distance 0.199 · cross-district

#16 · Jalgaoncell 4780000464

distance 0.199 · cross-district

#17 · Jalgaoncell 4780000538

distance 0.199 · cross-district

#18 · Jalgaoncell 4780000461

distance 0.2 · 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":4890001422}}}'

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.