Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002321

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001247

distance 0.225 · cross-district

#2 · Laturcell 4810001866

distance 0.246

#3 · Sanglicell 4930004765

distance 0.246 · cross-district

#4 · Dharashivcell 4880001561

distance 0.247 · cross-district

#5 · Laturcell 4810001031

distance 0.254

#6 · Solapurcell 4960006070

distance 0.26 · cross-district

#7 · Sanglicell 4930001338

distance 0.261 · cross-district

#8 · Buldhanacell 4720000646

distance 0.262 · cross-district

#9 · Laturcell 4810001695

distance 0.262

#10 · Laturcell 4810002222

distance 0.262

#11 · Jalnacell 4790001478

distance 0.263 · cross-district

#12 · Jalnacell 4790000000

distance 0.264 · cross-district

#13 · Dharashivcell 4880002999

distance 0.266 · cross-district

#14 · Jalnacell 4790001552

distance 0.267 · cross-district

#15 · Sanglicell 4930002598

distance 0.267 · cross-district

#16 · Sanglicell 4930004331

distance 0.267 · cross-district

#17 · Dharashivcell 4880005818

distance 0.268 · cross-district

#18 · Beedcell 4700007882

distance 0.268 · 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":4810002321}}}'

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.