Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004261

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004433

distance 0.082

#2 · Jalnacell 4790004561

distance 0.087

#3 · Jalnacell 4790004522

distance 0.09

#4 · Jalnacell 4790004946

distance 0.094

#5 · Jalnacell 4790004482

distance 0.097

#6 · Jalnacell 4790004955

distance 0.107

#7 · Jalnacell 4790004828

distance 0.119

#8 · Jalnacell 4790004918

distance 0.121

#9 · Jalnacell 4790004998

distance 0.127

#10 · Jalnacell 4790004957

distance 0.128

#11 · Jalnacell 4790005125

distance 0.128

#12 · Jalnacell 4790004631

distance 0.13

#13 · Jalnacell 4790004195

distance 0.132

#14 · Jalnacell 4790004814

distance 0.133

#15 · Jalnacell 4790004729

distance 0.134

#16 · Jalnacell 4790004778

distance 0.134

#17 · Jalnacell 4790005191

distance 0.138

#18 · Jalnacell 4790004724

distance 0.139

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":4790004261}}}'

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.