Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001211

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001601

distance 0.121

#2 · Jalnacell 4790001827

distance 0.143

#3 · Parbhanicell 4890004712

distance 0.172 · cross-district

#4 · Buldhanacell 4720005853

distance 0.184 · cross-district

#5 · Jalnacell 4790001680

distance 0.186

#6 · Parbhanicell 4890005481

distance 0.187 · cross-district

#7 · Jalnacell 4790001445

distance 0.187

#8 · Jalnacell 4790001281

distance 0.194

#9 · Parbhanicell 4890004487

distance 0.204 · cross-district

#10 · Jalnacell 4790003159

distance 0.205

#11 · Jalnacell 4790006653

distance 0.205

#12 · Jalnacell 4790005537

distance 0.206

#13 · Jalnacell 4790000612

distance 0.21

#14 · Buldhanacell 4720005518

distance 0.211 · cross-district

#15 · Akolacell 4670000369

distance 0.212 · cross-district

#16 · Jalnacell 4790005631

distance 0.212

#17 · Chhatrapati Sambhajinagarcell 4690001786

distance 0.215 · cross-district

#18 · Jalnacell 4790000843

distance 0.215

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":4790001211}}}'

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.