Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003313

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000716

distance 0.123 · cross-district

#2 · Beedcell 4700001770

distance 0.131 · cross-district

#3 · Jalnacell 4790003146

distance 0.132

#4 · Jalnacell 4790003143

distance 0.141

#5 · Buldhanacell 4720000699

distance 0.149 · cross-district

#6 · Buldhanacell 4720002411

distance 0.151 · cross-district

#7 · Buldhanacell 4720000297

distance 0.155 · cross-district

#8 · Beedcell 4700008354

distance 0.156 · cross-district

#9 · Jalnacell 4790002294

distance 0.156

#10 · Buldhanacell 4720000456

distance 0.159 · cross-district

#11 · Buldhanacell 4720000535

distance 0.16 · cross-district

#12 · Jalnacell 4790001324

distance 0.164

#13 · Jalnacell 4790003576

distance 0.166

#14 · Buldhanacell 4720002340

distance 0.166 · cross-district

#15 · Jalnacell 4790001399

distance 0.167

#16 · Buldhanacell 4720001161

distance 0.167 · cross-district

#17 · Buldhanacell 4720001693

distance 0.168 · cross-district

#18 · Buldhanacell 4720001958

distance 0.168 · 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":4790003313}}}'

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.