Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004243

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001116

distance 0.127 · cross-district

#2 · Buldhanacell 4720001000

distance 0.144 · cross-district

#3 · Buldhanacell 4720001048

distance 0.153 · cross-district

#4 · Buldhanacell 4720002900

distance 0.154 · cross-district

#5 · Jalnacell 4790003995

distance 0.155

#6 · Beedcell 4700007712

distance 0.164 · cross-district

#7 · Amravaticell 4680006054

distance 0.166 · cross-district

#8 · Buldhanacell 4720000742

distance 0.168 · cross-district

#9 · Buldhanacell 4720002210

distance 0.169 · cross-district

#10 · Wardhacell 4980004743

distance 0.17 · cross-district

#11 · Jalnacell 4790003819

distance 0.17

#12 · Beedcell 4700007621

distance 0.172 · cross-district

#13 · Buldhanacell 4720002759

distance 0.174 · cross-district

#14 · Buldhanacell 4720002950

distance 0.174 · cross-district

#15 · Jalnacell 4790001801

distance 0.175

#16 · Jalnacell 4790002034

distance 0.175

#17 · Beedcell 4700005765

distance 0.176 · cross-district

#18 · Beedcell 4700007808

distance 0.177 · 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":4790004243}}}'

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.