Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004282

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000881

distance 0.186 · cross-district

#2 · Jalnacell 4790003881

distance 0.187

#3 · Jalnacell 4790003882

distance 0.199

#4 · Jalnacell 4790003966

distance 0.204

#5 · Jalnacell 4790004210

distance 0.212

#6 · Jalnacell 4790004277

distance 0.231

#7 · Buldhanacell 4720001702

distance 0.238 · cross-district

#8 · Solapurcell 4960005304

distance 0.257 · cross-district

#9 · Ahmednagarcell 4660009745

distance 0.259 · cross-district

#10 · Jalnacell 4790004332

distance 0.26

#11 · Jalnacell 4790004541

distance 0.265

#12 · Wardhacell 4980001278

distance 0.265 · cross-district

#13 · Buldhanacell 4720000815

distance 0.266 · cross-district

#14 · Jalnacell 4790004283

distance 0.267

#15 · Jalnacell 4790002687

distance 0.268

#16 · Jalnacell 4790001841

distance 0.268

#17 · Ahmednagarcell 4660003497

distance 0.271 · cross-district

#18 · Buldhanacell 4720001772

distance 0.274 · 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":4790004282}}}'

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.