Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790002921

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 1 distinct districts

Index confidence

0.93

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 · Jalnacell 4790003519

distance 0.078

#2 · Jalnacell 4790003950

distance 0.086

#3 · Jalnacell 4790002415

distance 0.09

#4 · Jalnacell 4790002336

distance 0.093

#5 · Jalnacell 4790002833

distance 0.093

#6 · Jalnacell 4790003602

distance 0.1

#7 · Jalnacell 4790003262

distance 0.1

#8 · Jalnacell 4790003426

distance 0.101

#9 · Jalnacell 4790002168

distance 0.101

#10 · Jalnacell 4790002846

distance 0.103

#11 · Jalnacell 4790003003

distance 0.103

#12 · Jalnacell 4790003162

distance 0.105

#13 · Jalnacell 4790002158

distance 0.109

#14 · Jalnacell 4790003945

distance 0.11

#15 · Jalnacell 4790003683

distance 0.111

#16 · Jalnacell 4790003594

distance 0.112

#17 · Jalnacell 4790003094

distance 0.112

#18 · Jalnacell 4790002832

distance 0.112

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":4790002921}}}'

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.