Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003821

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003990

distance 0.154

#2 · Jalnacell 4790004073

distance 0.155

#3 · Jalnacell 4790003307

distance 0.168

#4 · Beedcell 4700007525

distance 0.172 · cross-district

#5 · Kolhapurcell 4800003937

distance 0.175 · cross-district

#6 · Buldhanacell 4720000145

distance 0.182 · cross-district

#7 · Jalnacell 4790003810

distance 0.182

#8 · Jalnacell 4790002973

distance 0.183

#9 · Jalnacell 4790003740

distance 0.184

#10 · Beedcell 4700002740

distance 0.185 · cross-district

#11 · Jalnacell 4790001887

distance 0.196

#12 · Beedcell 4700001016

distance 0.199 · cross-district

#13 · Jalnacell 4790003730

distance 0.201

#14 · Beedcell 4700007526

distance 0.202 · cross-district

#15 · Jalnacell 4790002300

distance 0.203

#16 · Beedcell 4700008525

distance 0.205 · cross-district

#17 · Beedcell 4700006578

distance 0.205 · cross-district

#18 · Dharashivcell 4880000548

distance 0.206 · 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":4790003821}}}'

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.