Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001166

The MH-36 locality cells most similar to this Jalna 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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001619

distance 0.137

#2 · Jalnacell 4790000808

distance 0.145

#3 · Jalnacell 4790001697

distance 0.149

#4 · Beedcell 4700007813

distance 0.158 · cross-district

#5 · Beedcell 4700003277

distance 0.163 · cross-district

#6 · Jalnacell 4790001171

distance 0.172

#7 · Jalnacell 4790001165

distance 0.173

#8 · Nandedcell 4850001572

distance 0.181 · cross-district

#9 · Beedcell 4700007807

distance 0.181 · cross-district

#10 · Beedcell 4700005996

distance 0.183 · cross-district

#11 · Jalnacell 4790001757

distance 0.187

#12 · Jalnacell 4790001836

distance 0.189

#13 · Beedcell 4700000701

distance 0.19 · cross-district

#14 · Beedcell 4700000413

distance 0.19 · cross-district

#15 · Jalnacell 4790001517

distance 0.19

#16 · Nandedcell 4850000622

distance 0.194 · cross-district

#17 · Beedcell 4700000587

distance 0.196 · cross-district

#18 · Nandedcell 4850000955

distance 0.197 · 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":479,"cluster_id":4790001166}}}'

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.