Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002721

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

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004166

distance 0.058

#2 · Jalnacell 4790002718

distance 0.06

#3 · Jalnacell 4790002548

distance 0.069

#4 · Jalnacell 4790003834

distance 0.073

#5 · Jalnacell 4790002217

distance 0.075

#6 · Jalnacell 4790003054

distance 0.081

#7 · Jalnacell 4790003833

distance 0.082

#8 · Jalnacell 4790003219

distance 0.084

#9 · Jalnacell 4790000074

distance 0.089

#10 · Buldhanacell 4720000961

distance 0.089 · cross-district

#11 · Jalnacell 4790003484

distance 0.094

#12 · Beedcell 4700008966

distance 0.095 · cross-district

#13 · Jalnacell 4790003143

distance 0.096

#14 · Jalnacell 4790003136

distance 0.096

#15 · Beedcell 4700008527

distance 0.097 · cross-district

#16 · Buldhanacell 4720000374

distance 0.101 · cross-district

#17 · Buldhanacell 4720001435

distance 0.102 · cross-district

#18 · Buldhanacell 4720000580

distance 0.104 · 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":4790002721}}}'

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.