Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001392

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001259

distance 0.078

#2 · Parbhanicell 4890000283

distance 0.093

#3 · Nandedcell 4850004104

distance 0.108 · cross-district

#4 · Nandedcell 4850003667

distance 0.109 · cross-district

#5 · Nandedcell 4850003336

distance 0.111 · cross-district

#6 · Parbhanicell 4890001201

distance 0.123

#7 · Nandedcell 4850001838

distance 0.134 · cross-district

#8 · Nandedcell 4850004174

distance 0.137 · cross-district

#9 · Parbhanicell 4890001196

distance 0.137

#10 · Parbhanicell 4890001074

distance 0.143

#11 · Laturcell 4810006179

distance 0.143 · cross-district

#12 · Parbhanicell 4890000122

distance 0.143

#13 · Nandedcell 4850004032

distance 0.143 · cross-district

#14 · Parbhanicell 4890001062

distance 0.148

#15 · Parbhanicell 4890000284

distance 0.149

#16 · Nandedcell 4850004310

distance 0.15 · cross-district

#17 · Parbhanicell 4890000547

distance 0.151

#18 · Parbhanicell 4890001069

distance 0.151

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":4890001392}}}'

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.