Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000113

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008436

distance 0.068 · cross-district

#2 · Beedcell 4700008364

distance 0.085 · cross-district

#3 · Beedcell 4700008082

distance 0.086 · cross-district

#4 · Jalnacell 4790001563

distance 0.093

#5 · Jalnacell 4790000112

distance 0.099

#6 · Jalnacell 4790000557

distance 0.106

#7 · Jalnacell 4790001799

distance 0.112

#8 · Beedcell 4700007811

distance 0.113 · cross-district

#9 · Jalnacell 4790000123

distance 0.115

#10 · Beedcell 4700008440

distance 0.117 · cross-district

#11 · Beedcell 4700008266

distance 0.119 · cross-district

#12 · Jalnacell 4790001406

distance 0.12

#13 · Jalnacell 4790000535

distance 0.122

#14 · Beedcell 4700008929

distance 0.122 · cross-district

#15 · Jalnacell 4790000532

distance 0.123

#16 · Buldhanacell 4720000826

distance 0.123 · cross-district

#17 · Buldhanacell 4720000047

distance 0.124 · cross-district

#18 · Jalnacell 4790000894

distance 0.124

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":4790000113}}}'

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.