Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002467

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008524

distance 0.102 · cross-district

#2 · Jalnacell 4790003832

distance 0.112

#3 · Jalnacell 4790004294

distance 0.113

#4 · Beedcell 4700007620

distance 0.115 · cross-district

#5 · Jalnacell 4790002299

distance 0.116

#6 · Beedcell 4700008437

distance 0.118 · cross-district

#7 · Jalnacell 4790002628

distance 0.119

#8 · Jalnacell 4790003742

distance 0.122

#9 · Buldhanacell 4720001384

distance 0.122 · cross-district

#10 · Beedcell 4700008657

distance 0.126 · cross-district

#11 · Beedcell 4700007530

distance 0.128 · cross-district

#12 · Beedcell 4700008590

distance 0.132 · cross-district

#13 · Buldhanacell 4720000930

distance 0.132 · cross-district

#14 · Beedcell 4700008519

distance 0.133 · cross-district

#15 · Jalnacell 4790003479

distance 0.134

#16 · Jalnacell 4790002385

distance 0.134

#17 · Beedcell 4700007251

distance 0.135 · cross-district

#18 · Buldhanacell 4720001949

distance 0.136 · cross-district

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":4790002467}}}'

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.