Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004358

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000674

distance 0.098 · cross-district

#2 · Buldhanacell 4720001407

distance 0.101 · cross-district

#3 · Buldhanacell 4720001398

distance 0.104 · cross-district

#4 · Buldhanacell 4720001260

distance 0.111 · cross-district

#5 · Buldhanacell 4720000891

distance 0.112 · cross-district

#6 · Buldhanacell 4720000600

distance 0.113 · cross-district

#7 · Buldhanacell 4720000995

distance 0.114 · cross-district

#8 · Buldhanacell 4720000472

distance 0.115 · cross-district

#9 · Jalnacell 4790004248

distance 0.116

#10 · Buldhanacell 4720002535

distance 0.122 · cross-district

#11 · Buldhanacell 4720000845

distance 0.123 · cross-district

#12 · Buldhanacell 4720001219

distance 0.127 · cross-district

#13 · Buldhanacell 4720000870

distance 0.129 · cross-district

#14 · Buldhanacell 4720000273

distance 0.131 · cross-district

#15 · Buldhanacell 4720001205

distance 0.131 · cross-district

#16 · Buldhanacell 4720000826

distance 0.132 · cross-district

#17 · Jalnacell 4790003058

distance 0.135

#18 · Buldhanacell 4720000920

distance 0.135 · 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":4790004358}}}'

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.