Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001741

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001660

distance 0.105

#2 · Jalnacell 4790003512

distance 0.114

#3 · Chhatrapati Sambhajinagarcell 4690000623

distance 0.118 · cross-district

#4 · Jalnacell 4790000636

distance 0.123

#5 · Jalnacell 4790001662

distance 0.131

#6 · Jalnacell 4790000926

distance 0.131

#7 · Jalnacell 4790001817

distance 0.135

#8 · Jalnacell 4790001583

distance 0.136

#9 · Chhatrapati Sambhajinagarcell 4690001117

distance 0.139 · cross-district

#10 · Jalnacell 4790001983

distance 0.14

#11 · Jalnacell 4790000371

distance 0.144

#12 · Buldhanacell 4720006008

distance 0.146 · cross-district

#13 · Buldhanacell 4720005711

distance 0.147 · cross-district

#14 · Jalnacell 4790000500

distance 0.148

#15 · Jalnacell 4790000369

distance 0.149

#16 · Jalnacell 4790000499

distance 0.151

#17 · Jalnacell 4790003428

distance 0.153

#18 · Jalnacell 4790000497

distance 0.154

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":4790001741}}}'

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.