Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001142

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001357

distance 0.089

#2 · Jalnacell 4790001519

distance 0.105

#3 · Jalnacell 4790001982

distance 0.106

#4 · Jalnacell 4790001288

distance 0.11

#5 · Buldhanacell 4720005406

distance 0.116 · cross-district

#6 · Jalnacell 4790002066

distance 0.117

#7 · Buldhanacell 4720005332

distance 0.118 · cross-district

#8 · Jalnacell 4790001663

distance 0.118

#9 · Chhatrapati Sambhajinagarcell 4690000671

distance 0.12 · cross-district

#10 · Buldhanacell 4720005407

distance 0.121 · cross-district

#11 · Jalnacell 4790003171

distance 0.123

#12 · Jalnacell 4790001215

distance 0.125

#13 · Jalnacell 4790001287

distance 0.125

#14 · Jalnacell 4790001213

distance 0.127

#15 · Jalnacell 4790000999

distance 0.127

#16 · Jalnacell 4790002418

distance 0.132

#17 · Jalnacell 4790001141

distance 0.133

#18 · Jalnacell 4790001057

distance 0.134

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":4790001142}}}'

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.