Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005364

The MH-36 locality cells most similar to this Dharashiv 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005164

distance 0.17

#2 · Solapurcell 4960000482

distance 0.203 · cross-district

#3 · Dharashivcell 4880005080

distance 0.209

#4 · Beedcell 4700002982

distance 0.222 · cross-district

#5 · Laturcell 4810001905

distance 0.223 · cross-district

#6 · Laturcell 4810002648

distance 0.224 · cross-district

#7 · Beedcell 4700001039

distance 0.226 · cross-district

#8 · Beedcell 4700005824

distance 0.233 · cross-district

#9 · Beedcell 4700006512

distance 0.233 · cross-district

#10 · Dharashivcell 4880006244

distance 0.234

#11 · Laturcell 4810001951

distance 0.234 · cross-district

#12 · Laturcell 4810005699

distance 0.235 · cross-district

#13 · Sanglicell 4930001921

distance 0.235 · cross-district

#14 · Sanglicell 4930003623

distance 0.235 · cross-district

#15 · Laturcell 4810002775

distance 0.236 · cross-district

#16 · Beedcell 4700001729

distance 0.236 · cross-district

#17 · Sanglicell 4930002407

distance 0.237 · cross-district

#18 · Dharashivcell 4880004319

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":488,"cluster_id":4880005364}}}'

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.