Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004354

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

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000660

distance 0.078 · cross-district

#2 · Buldhanacell 4720000193

distance 0.085 · cross-district

#3 · Buldhanacell 4720001161

distance 0.087 · cross-district

#4 · Buldhanacell 4720000297

distance 0.088 · cross-district

#5 · Buldhanacell 4720000103

distance 0.094 · cross-district

#6 · Jalnacell 4790004232

distance 0.095

#7 · Jalnacell 4790002124

distance 0.099

#8 · Jalnacell 4790002294

distance 0.101

#9 · Buldhanacell 4720001697

distance 0.101 · cross-district

#10 · Buldhanacell 4720002021

distance 0.101 · cross-district

#11 · Jalnacell 4790003576

distance 0.103

#12 · Buldhanacell 4720001629

distance 0.104 · cross-district

#13 · Buldhanacell 4720002892

distance 0.104 · cross-district

#14 · Jalnacell 4790004353

distance 0.105

#15 · Buldhanacell 4720000580

distance 0.106 · cross-district

#16 · Buldhanacell 4720001940

distance 0.106 · cross-district

#17 · Jalnacell 4790002291

distance 0.107

#18 · Jalnacell 4790002305

distance 0.108

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":4790004354}}}'

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.