Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003021

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

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003184

distance 0.071

#2 · Jalnacell 4790002679

distance 0.095

#3 · Jalnacell 4790002855

distance 0.11

#4 · Jalnacell 4790002939

distance 0.118

#5 · Jalnacell 4790002523

distance 0.12

#6 · Jalnacell 4790005296

distance 0.123

#7 · Jalnacell 4790002104

distance 0.127

#8 · Jalnacell 4790002940

distance 0.13

#9 · Jalnacell 4790003022

distance 0.131

#10 · Jalnacell 4790005297

distance 0.131

#11 · Jalnacell 4790002895

distance 0.134

#12 · Jalnacell 4790002609

distance 0.134

#13 · Jalnacell 4790003138

distance 0.137

#14 · Jalnacell 4790002809

distance 0.138

#15 · Jalnacell 4790002374

distance 0.14

#16 · Jalnacell 4790002723

distance 0.141

#17 · Jalnacell 4790004474

distance 0.141

#18 · Jalnacell 4790002623

distance 0.142

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":4790003021}}}'

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.