Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005521

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005742

distance 0.105

#2 · Laturcell 4810005520

distance 0.108

#3 · Laturcell 4810005517

distance 0.116

#4 · Laturcell 4810005514

distance 0.121

#5 · Nandedcell 4850000981

distance 0.131 · cross-district

#6 · Laturcell 4810005362

distance 0.139

#7 · Laturcell 4810003402

distance 0.139

#8 · Laturcell 4810005642

distance 0.144

#9 · Nandedcell 4850001032

distance 0.146 · cross-district

#10 · Laturcell 4810005581

distance 0.148

#11 · Laturcell 4810006026

distance 0.153

#12 · Laturcell 4810005775

distance 0.153

#13 · Nandedcell 4850001088

distance 0.154 · cross-district

#14 · Laturcell 4810005579

distance 0.156

#15 · Laturcell 4810005567

distance 0.157

#16 · Laturcell 4810003906

distance 0.16

#17 · Nandedcell 4850001085

distance 0.16 · cross-district

#18 · Nandedcell 4850006012

distance 0.162 · cross-district

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":4810005521}}}'

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.