Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001136

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001129

distance 0.127

#2 · Parbhanicell 4890000897

distance 0.143

#3 · Parbhanicell 4890000776

distance 0.15

#4 · Laturcell 4810005687

distance 0.156 · cross-district

#5 · Ahmednagarcell 4660008118

distance 0.166 · cross-district

#6 · Parbhanicell 4890000356

distance 0.178

#7 · Beedcell 4700001089

distance 0.18 · cross-district

#8 · Laturcell 4810006059

distance 0.188 · cross-district

#9 · Sanglicell 4930005689

distance 0.191 · cross-district

#10 · Sanglicell 4930002967

distance 0.192 · cross-district

#11 · Beedcell 4700001213

distance 0.193 · cross-district

#12 · Nandedcell 4850003817

distance 0.194 · cross-district

#13 · Parbhanicell 4890001072

distance 0.195

#14 · Ahmednagarcell 4660006794

distance 0.195 · cross-district

#15 · Solapurcell 4960011127

distance 0.196 · cross-district

#16 · Nandedcell 4850001386

distance 0.196 · cross-district

#17 · Dharashivcell 4880003058

distance 0.201 · cross-district

#18 · Laturcell 4810005572

distance 0.201 · 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":4890001136}}}'

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.