Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000867

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000865

distance 0.161

#2 · Parbhanicell 4890000492

distance 0.227

#3 · Jalgaoncell 4780002810

distance 0.24 · cross-district

#4 · Parbhanicell 4890000448

distance 0.242

#5 · Chhatrapati Sambhajinagarcell 4690007342

distance 0.261 · cross-district

#6 · Jalgaoncell 4780000720

distance 0.261 · cross-district

#7 · Ahmednagarcell 4660008937

distance 0.267 · cross-district

#8 · Chandrapurcell 4730005854

distance 0.267 · cross-district

#9 · Ahmednagarcell 4660005619

distance 0.271 · cross-district

#10 · Laturcell 4810006014

distance 0.277 · cross-district

#11 · Jalgaoncell 4780000877

distance 0.28 · cross-district

#12 · Jalgaoncell 4780000729

distance 0.28 · cross-district

#13 · Parbhanicell 4890000330

distance 0.281

#14 · Chandrapurcell 4730006883

distance 0.285 · cross-district

#15 · Jalgaoncell 4780000158

distance 0.287 · cross-district

#16 · Parbhanicell 4890000784

distance 0.288

#17 · Parbhanicell 4890000452

distance 0.291

#18 · Parbhanicell 4890000410

distance 0.293

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":4890000867}}}'

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.