Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000577

The MH-36 locality cells most similar to this Latur 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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000478

distance 0.084

#2 · Laturcell 4810000835

distance 0.099

#3 · Laturcell 4810002400

distance 0.104

#4 · Laturcell 4810000633

distance 0.11

#5 · Laturcell 4810002885

distance 0.113

#6 · Laturcell 4810000524

distance 0.115

#7 · Laturcell 4810001033

distance 0.117

#8 · Dharashivcell 4880001346

distance 0.117 · cross-district

#9 · Laturcell 4810000314

distance 0.119

#10 · Laturcell 4810000591

distance 0.12

#11 · Laturcell 4810000578

distance 0.127

#12 · Laturcell 4810002395

distance 0.127

#13 · Laturcell 4810002214

distance 0.128

#14 · Laturcell 4810000243

distance 0.13

#15 · Laturcell 4810000757

distance 0.133

#16 · Laturcell 4810000641

distance 0.133

#17 · Laturcell 4810001976

distance 0.133

#18 · Laturcell 4810002703

distance 0.134

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":481,"cluster_id":4810000577}}}'

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.