Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001177

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000993

distance 0.118

#2 · Parbhanicell 4890001223

distance 0.163

#3 · Parbhanicell 4890000917

distance 0.21

#4 · Parbhanicell 4890000875

distance 0.211

#5 · Parbhanicell 4890000992

distance 0.211

#6 · Parbhanicell 4890000918

distance 0.223

#7 · Parbhanicell 4890001284

distance 0.237

#8 · Parbhanicell 4890000924

distance 0.237

#9 · Parbhanicell 4890000860

distance 0.239

#10 · Ahmednagarcell 4660010294

distance 0.249 · cross-district

#11 · Laturcell 4810005769

distance 0.259 · cross-district

#12 · Laturcell 4810006073

distance 0.264 · cross-district

#13 · Jalgaoncell 4780003772

distance 0.281 · cross-district

#14 · Parbhanicell 4890001037

distance 0.281

#15 · Laturcell 4810005907

distance 0.283 · cross-district

#16 · Laturcell 4810006124

distance 0.284 · cross-district

#17 · Parbhanicell 4890000259

distance 0.284

#18 · Jalgaoncell 4780000548

distance 0.287 · 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":4890001177}}}'

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.