Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810004721

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004718

distance 0.136

#2 · Laturcell 4810004632

distance 0.14

#3 · Laturcell 4810004923

distance 0.143

#4 · Laturcell 4810004314

distance 0.143

#5 · Laturcell 4810004618

distance 0.143

#6 · Laturcell 4810004815

distance 0.167

#7 · Laturcell 4810004728

distance 0.17

#8 · Laturcell 4810003614

distance 0.173

#9 · Laturcell 4810004319

distance 0.173

#10 · Laturcell 4810003273

distance 0.174

#11 · Laturcell 4810004218

distance 0.177

#12 · Nandedcell 4850005057

distance 0.183 · cross-district

#13 · Nandedcell 4850005598

distance 0.188 · cross-district

#14 · Laturcell 4810005519

distance 0.194

#15 · Nandedcell 4850005600

distance 0.196 · cross-district

#16 · Laturcell 4810004019

distance 0.197

#17 · Nandedcell 4850005471

distance 0.199 · cross-district

#18 · Nandedcell 4850004521

distance 0.199 · 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":4810004721}}}'

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.