Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003464

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

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003564

distance 0.055

#2 · Laturcell 4810003664

distance 0.07

#3 · Laturcell 4810004068

distance 0.079

#4 · Laturcell 4810003864

distance 0.079

#5 · Laturcell 4810004062

distance 0.08

#6 · Laturcell 4810003959

distance 0.08

#7 · Laturcell 4810003858

distance 0.083

#8 · Laturcell 4810003762

distance 0.084

#9 · Laturcell 4810003565

distance 0.089

#10 · Laturcell 4810003454

distance 0.1

#11 · Laturcell 4810003966

distance 0.1

#12 · Laturcell 4810004164

distance 0.1

#13 · Laturcell 4810003665

distance 0.103

#14 · Laturcell 4810003460

distance 0.106

#15 · Solapurcell 4960011275

distance 0.109 · cross-district

#16 · Laturcell 4810004460

distance 0.11

#17 · Laturcell 4810003856

distance 0.111

#18 · Laturcell 4810003764

distance 0.113

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":4810003464}}}'

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.