Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004665

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004173

distance 0.178 · cross-district

#2 · Parbhanicell 4890004417

distance 0.185

#3 · Solapurcell 4960004397

distance 0.187 · cross-district

#4 · Nagpurcell 4840002268

distance 0.194 · cross-district

#5 · Washimcell 4990001323

distance 0.198 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002037

distance 0.205 · cross-district

#7 · Parbhanicell 4890002527

distance 0.205

#8 · Jalgaoncell 4780005515

distance 0.209 · cross-district

#9 · Jalnacell 4790004099

distance 0.211 · cross-district

#10 · Solapurcell 4960006949

distance 0.212 · cross-district

#11 · Jalnacell 4790003912

distance 0.215 · cross-district

#12 · Parbhanicell 4890002606

distance 0.217

#13 · Jalgaoncell 4780002563

distance 0.217 · cross-district

#14 · Jalnacell 4790002312

distance 0.218 · cross-district

#15 · Dharashivcell 4880000462

distance 0.221 · cross-district

#16 · Hingolicell 4770001706

distance 0.222 · cross-district

#17 · Solapurcell 4960005466

distance 0.222 · cross-district

#18 · Nagpurcell 4840002359

distance 0.223 · 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":4890004665}}}'

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.