Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002986

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005153

distance 0.067 · cross-district

#2 · Jalnacell 4790003330

distance 0.08

#3 · Jalnacell 4790002825

distance 0.082

#4 · Jalnacell 4790003411

distance 0.089

#5 · Jalnacell 4790003418

distance 0.095

#6 · Parbhanicell 4890005452

distance 0.095 · cross-district

#7 · Jalnacell 4790002236

distance 0.098

#8 · Buldhanacell 4720000034

distance 0.098 · cross-district

#9 · Parbhanicell 4890005453

distance 0.1 · cross-district

#10 · Jalnacell 4790002735

distance 0.1

#11 · Jalnacell 4790002901

distance 0.1

#12 · Jalnacell 4790003332

distance 0.1

#13 · Jalnacell 4790003068

distance 0.102

#14 · Jalnacell 4790004184

distance 0.105

#15 · Jalnacell 4790003924

distance 0.105

#16 · Jalnacell 4790003589

distance 0.105

#17 · Jalnacell 4790003922

distance 0.105

#18 · Jalnacell 4790003152

distance 0.106

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":4790002986}}}'

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.