Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001993

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001073

distance 0.134

#2 · Jalnacell 4790001139

distance 0.163

#3 · Chhatrapati Sambhajinagarcell 4690000290

distance 0.172 · cross-district

#4 · Jalnacell 4790002254

distance 0.176

#5 · Jalnacell 4790002588

distance 0.176

#6 · Jalnacell 4790002163

distance 0.177

#7 · Jalnacell 4790002490

distance 0.178

#8 · Jalnacell 4790001745

distance 0.18

#9 · Jalnacell 4790001427

distance 0.18

#10 · Jalnacell 4790002761

distance 0.18

#11 · Jalnacell 4790006327

distance 0.183

#12 · Jalnacell 4790002582

distance 0.189

#13 · Jalnacell 4790001673

distance 0.19

#14 · Parbhanicell 4890004929

distance 0.193 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000835

distance 0.193 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690007778

distance 0.197 · cross-district

#17 · Parbhanicell 4890005302

distance 0.198 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000894

distance 0.199 · 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":4790001993}}}'

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.