Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000336

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000414

distance 0.155

#2 · Parbhanicell 4890000021

distance 0.171

#3 · Laturcell 4810006062

distance 0.171 · cross-district

#4 · Laturcell 4810006046

distance 0.172 · cross-district

#5 · Laturcell 4810006107

distance 0.176 · cross-district

#6 · Laturcell 4810005599

distance 0.177 · cross-district

#7 · Laturcell 4810006012

distance 0.181 · cross-district

#8 · Ahmednagarcell 4660009454

distance 0.181 · cross-district

#9 · Nandedcell 4850001604

distance 0.183 · cross-district

#10 · Laturcell 4810006113

distance 0.184 · cross-district

#11 · Parbhanicell 4890000040

distance 0.184

#12 · Parbhanicell 4890001255

distance 0.186

#13 · Parbhanicell 4890000060

distance 0.187

#14 · Parbhanicell 4890000017

distance 0.188

#15 · Laturcell 4810004613

distance 0.188 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000409

distance 0.192 · cross-district

#17 · Dharashivcell 4880003684

distance 0.192 · cross-district

#18 · Nandedcell 4850001395

distance 0.193 · 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":4890000336}}}'

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.