Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000874

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

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001284

distance 0.265

#2 · Chhatrapati Sambhajinagarcell 4690007780

distance 0.286 · cross-district

#3 · Parbhanicell 4890001177

distance 0.306

#4 · Parbhanicell 4890001037

distance 0.309

#5 · Parbhanicell 4890000757

distance 0.31

#6 · Parbhanicell 4890000993

distance 0.315

#7 · Parbhanicell 4890001114

distance 0.317

#8 · Laturcell 4810005873

distance 0.319 · cross-district

#9 · Ahmednagarcell 4660010460

distance 0.327 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690008673

distance 0.328 · cross-district

#11 · Ahmednagarcell 4660009624

distance 0.332 · cross-district

#12 · Parbhanicell 4890001248

distance 0.334

#13 · Laturcell 4810005699

distance 0.335 · cross-district

#14 · Parbhanicell 4890000992

distance 0.342

#15 · Parbhanicell 4890000917

distance 0.343

#16 · Ahmednagarcell 4660008437

distance 0.345 · cross-district

#17 · Parbhanicell 4890001223

distance 0.346

#18 · Ahmednagarcell 4660007702

distance 0.347 · 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":4890000874}}}'

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.