Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002366

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001952

distance 0.086

#2 · Parbhanicell 4890002035

distance 0.15

#3 · Parbhanicell 4890002291

distance 0.167

#4 · Hingolicell 4770000129

distance 0.168 · cross-district

#5 · Parbhanicell 4890002613

distance 0.172

#6 · Parbhanicell 4890001945

distance 0.176

#7 · Hingolicell 4770000128

distance 0.178 · cross-district

#8 · Akolacell 4670001103

distance 0.193 · cross-district

#9 · Parbhanicell 4890002604

distance 0.197

#10 · Yavatmalcell 5000003246

distance 0.206 · cross-district

#11 · Parbhanicell 4890002025

distance 0.207

#12 · Chhatrapati Sambhajinagarcell 4690002143

distance 0.208 · cross-district

#13 · Beedcell 4700003622

distance 0.219 · cross-district

#14 · Parbhanicell 4890002282

distance 0.22

#15 · Parbhanicell 4890002513

distance 0.222

#16 · Hingolicell 4770000935

distance 0.223 · cross-district

#17 · Nagpurcell 4840005974

distance 0.223 · cross-district

#18 · Nagpurcell 4840007109

distance 0.224 · 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":4890002366}}}'

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.