Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002608

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002602

distance 0.112

#2 · Parbhanicell 4890002526

distance 0.118

#3 · Parbhanicell 4890002609

distance 0.13

#4 · Hingolicell 4770000160

distance 0.138 · cross-district

#5 · Parbhanicell 4890002279

distance 0.163

#6 · Parbhanicell 4890002613

distance 0.163

#7 · Parbhanicell 4890001704

distance 0.168

#8 · Chhatrapati Sambhajinagarcell 4690001065

distance 0.175 · cross-district

#9 · Parbhanicell 4890002203

distance 0.18

#10 · Hingolicell 4770000318

distance 0.184 · cross-district

#11 · Jalnacell 4790003440

distance 0.185 · cross-district

#12 · Hingolicell 4770000158

distance 0.186 · cross-district

#13 · Hingolicell 4770000241

distance 0.187 · cross-district

#14 · Hingolicell 4770000059

distance 0.19 · cross-district

#15 · Hingolicell 4770000397

distance 0.19 · cross-district

#16 · Parbhanicell 4890000685

distance 0.193

#17 · Nagpurcell 4840001004

distance 0.193 · cross-district

#18 · Parbhanicell 4890002523

distance 0.193

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":4890002608}}}'

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.