Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003428

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003637

distance 0.172

#2 · Laturcell 4810002360

distance 0.18

#3 · Laturcell 4810003118

distance 0.188

#4 · Laturcell 4810004021

distance 0.199

#5 · Laturcell 4810004734

distance 0.202

#6 · Laturcell 4810003835

distance 0.213

#7 · Laturcell 4810003734

distance 0.215

#8 · Laturcell 4810004336

distance 0.215

#9 · Jalnacell 4790003207

distance 0.228 · cross-district

#10 · Laturcell 4810004341

distance 0.23

#11 · Laturcell 4810003632

distance 0.231

#12 · Jalnacell 4790002449

distance 0.234 · cross-district

#13 · Laturcell 4810004242

distance 0.234

#14 · Jalnacell 4790002531

distance 0.235 · cross-district

#15 · Jalnacell 4790002870

distance 0.235 · cross-district

#16 · Laturcell 4810002812

distance 0.236

#17 · Laturcell 4810002595

distance 0.236

#18 · Laturcell 4810002176

distance 0.237

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":4810003428}}}'

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.