Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001713

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001792

distance 0.151

#2 · Beedcell 4700008088

distance 0.168 · cross-district

#3 · Beedcell 4700002084

distance 0.17 · cross-district

#4 · Jalnacell 4790000875

distance 0.177

#5 · Jalnacell 4790002039

distance 0.177

#6 · Jalnacell 4790004090

distance 0.178

#7 · Jalnacell 4790003386

distance 0.18

#8 · Beedcell 4700007892

distance 0.181 · cross-district

#9 · Beedcell 4700000316

distance 0.181 · cross-district

#10 · Beedcell 4700007995

distance 0.181 · cross-district

#11 · Beedcell 4700006301

distance 0.185 · cross-district

#12 · Beedcell 4700001029

distance 0.185 · cross-district

#13 · Beedcell 4700007045

distance 0.189 · cross-district

#14 · Beedcell 4700000256

distance 0.194 · cross-district

#15 · Beedcell 4700000317

distance 0.196 · cross-district

#16 · Beedcell 4700001910

distance 0.196 · cross-district

#17 · Solapurcell 4960001930

distance 0.197 · cross-district

#18 · Jalnacell 4790001554

distance 0.198

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":4790001713}}}'

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.