Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004253

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 1 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790005072

distance 0.128

#2 · Jalnacell 4790005190

distance 0.154

#3 · Jalnacell 4790004939

distance 0.157

#4 · Jalnacell 4790005142

distance 0.162

#5 · Jalnacell 4790004897

distance 0.165

#6 · Jalnacell 4790004778

distance 0.165

#7 · Jalnacell 4790004257

distance 0.166

#8 · Jalnacell 4790005089

distance 0.169

#9 · Jalnacell 4790004781

distance 0.173

#10 · Jalnacell 4790004315

distance 0.176

#11 · Jalnacell 4790004746

distance 0.178

#12 · Jalnacell 4790004630

distance 0.183

#13 · Jalnacell 4790005048

distance 0.185

#14 · Jalnacell 4790005001

distance 0.186

#15 · Jalnacell 4790005220

distance 0.187

#16 · Jalnacell 4790004952

distance 0.187

#17 · Jalnacell 4790004261

distance 0.188

#18 · Jalnacell 4790005085

distance 0.19

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":4790004253}}}'

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.