Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001427

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000437

distance 0.115

#2 · Jalnacell 4790000259

distance 0.128

#3 · Jalnacell 4790001748

distance 0.131

#4 · Jalnacell 4790000368

distance 0.152

#5 · Jalnacell 4790001994

distance 0.159

#6 · Jalnacell 4790002252

distance 0.159

#7 · Parbhanicell 4890004808

distance 0.16 · cross-district

#8 · Jalnacell 4790002574

distance 0.161

#9 · Jalnacell 4790002588

distance 0.165

#10 · Jalnacell 4790003516

distance 0.165

#11 · Jalnacell 4790002163

distance 0.169

#12 · Jalnacell 4790001431

distance 0.171

#13 · Jalnacell 4790000939

distance 0.174

#14 · Jalnacell 4790004025

distance 0.174

#15 · Jalnacell 4790001755

distance 0.175

#16 · Jalnacell 4790001443

distance 0.175

#17 · Jalnacell 4790001756

distance 0.179

#18 · Beedcell 4700006946

distance 0.18 · 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":4790001427}}}'

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.