Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001464

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001460

distance 0.125

#2 · Nandedcell 4850001469

distance 0.159 · cross-district

#3 · Parbhanicell 4890000348

distance 0.165

#4 · Laturcell 4810005927

distance 0.181 · cross-district

#5 · Nandedcell 4850002622

distance 0.202 · cross-district

#6 · Laturcell 4810006124

distance 0.204 · cross-district

#7 · Laturcell 4810004431

distance 0.211 · cross-district

#8 · Dharashivcell 4880003196

distance 0.219 · cross-district

#9 · Nandedcell 4850001543

distance 0.221 · cross-district

#10 · Beedcell 4700008493

distance 0.222 · cross-district

#11 · Dharashivcell 4880004236

distance 0.223 · cross-district

#12 · Nandedcell 4850003604

distance 0.224 · cross-district

#13 · Nandedcell 4850002573

distance 0.225 · cross-district

#14 · Laturcell 4810003714

distance 0.225 · cross-district

#15 · Nandedcell 4850001096

distance 0.227 · cross-district

#16 · Nandedcell 4850004376

distance 0.228 · cross-district

#17 · Laturcell 4810006093

distance 0.232 · cross-district

#18 · Ahmednagarcell 4660006792

distance 0.233 · 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":4890001464}}}'

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.