Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000521

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000720

distance 0.065

#2 · Jalnacell 4790000646

distance 0.079

#3 · Jalnacell 4790000377

distance 0.085

#4 · Jalnacell 4790000578

distance 0.092

#5 · Jalnacell 4790001214

distance 0.099

#6 · Jalnacell 4790000990

distance 0.105

#7 · Jalnacell 4790001288

distance 0.11

#8 · Jalnacell 4790000723

distance 0.112

#9 · Jalnacell 4790000587

distance 0.114

#10 · Jalnacell 4790000520

distance 0.123

#11 · Jalnacell 4790001441

distance 0.125

#12 · Jalnacell 4790000792

distance 0.128

#13 · Buldhanacell 4720005113

distance 0.128 · cross-district

#14 · Jalnacell 4790000648

distance 0.129

#15 · Buldhanacell 4720005111

distance 0.129 · cross-district

#16 · Jalnacell 4790001223

distance 0.129

#17 · Jalnacell 4790000722

distance 0.13

#18 · Jalnacell 4790001663

distance 0.13

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":4790000521}}}'

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.