Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001136

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000454

distance 0.134

#2 · Chhatrapati Sambhajinagarcell 4690000485

distance 0.142 · cross-district

#3 · Jalnacell 4790001423

distance 0.143

#4 · Jalnacell 4790000991

distance 0.144

#5 · Jalnacell 4790001005

distance 0.146

#6 · Jalnacell 4790001058

distance 0.148

#7 · Jalnacell 4790001280

distance 0.152

#8 · Jalnacell 4790000775

distance 0.157

#9 · Chhatrapati Sambhajinagarcell 4690001100

distance 0.16 · cross-district

#10 · Jalnacell 4790000650

distance 0.166

#11 · Chhatrapati Sambhajinagarcell 4690000887

distance 0.167 · cross-district

#12 · Jalnacell 4790002847

distance 0.168

#13 · Chhatrapati Sambhajinagarcell 4690002501

distance 0.171 · cross-district

#14 · Jalnacell 4790001060

distance 0.172

#15 · Jalnacell 4790003011

distance 0.172

#16 · Chhatrapati Sambhajinagarcell 4690001630

distance 0.173 · cross-district

#17 · Jalnacell 4790000846

distance 0.176

#18 · Chhatrapati Sambhajinagarcell 4690000940

distance 0.176 · 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":4790001136}}}'

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.