Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004646

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004311

distance 0.162

#2 · Jalnacell 4790004599

distance 0.179

#3 · Chhatrapati Sambhajinagarcell 4690003732

distance 0.205 · cross-district

#4 · Jalnacell 4790004803

distance 0.224

#5 · Jalnacell 4790004854

distance 0.239

#6 · Jalnacell 4790004262

distance 0.248

#7 · Jalnacell 4790004857

distance 0.252

#8 · Jalnacell 4790004532

distance 0.257

#9 · Jalnacell 4790004689

distance 0.258

#10 · Jalnacell 4790004260

distance 0.258

#11 · Jalnacell 4790004966

distance 0.26

#12 · Jalnacell 4790004902

distance 0.264

#13 · Jalnacell 4790004439

distance 0.265

#14 · Jalnacell 4790004867

distance 0.268

#15 · Jalnacell 4790004611

distance 0.268

#16 · Chhatrapati Sambhajinagarcell 4690004023

distance 0.269 · cross-district

#17 · Jalnacell 4790004732

distance 0.269

#18 · Jalnacell 4790004580

distance 0.269

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":4790004646}}}'

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.