Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004397

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004507

distance 0.07

#2 · Jalnacell 4790004508

distance 0.087

#3 · Jalnacell 4790004456

distance 0.11

#4 · Jalnacell 4790004511

distance 0.13

#5 · Jalnacell 4790004514

distance 0.151

#6 · Jalnacell 4790004728

distance 0.16

#7 · Jalnacell 4790004588

distance 0.174

#8 · Jalnacell 4790003828

distance 0.174

#9 · Jalnacell 4790004503

distance 0.176

#10 · Jalnacell 4790004351

distance 0.177

#11 · Jalnacell 4790005290

distance 0.187

#12 · Jalnacell 4790004438

distance 0.189

#13 · Buldhanacell 4720001572

distance 0.192 · cross-district

#14 · Jalnacell 4790004578

distance 0.193

#15 · Jalnacell 4790004313

distance 0.193

#16 · Jalnacell 4790004513

distance 0.195

#17 · Jalnacell 4790004581

distance 0.195

#18 · Jalnacell 4790004407

distance 0.196

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":4790004397}}}'

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.