Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004730

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002508

distance 0.239 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000917

distance 0.251 · cross-district

#3 · Dharashivcell 4880006031

distance 0.255

#4 · Beedcell 4700000053

distance 0.255 · cross-district

#5 · Ahmednagarcell 4660012532

distance 0.259 · cross-district

#6 · Solapurcell 4960003969

distance 0.263 · cross-district

#7 · Beedcell 4700005192

distance 0.265 · cross-district

#8 · Beedcell 4700001171

distance 0.267 · cross-district

#9 · Dharashivcell 4880002849

distance 0.267

#10 · Ahmednagarcell 4660010914

distance 0.27 · cross-district

#11 · Washimcell 4990000115

distance 0.273 · cross-district

#12 · Ahmednagarcell 4660014032

distance 0.273 · cross-district

#13 · Beedcell 4700000481

distance 0.273 · cross-district

#14 · Sanglicell 4930000533

distance 0.275 · cross-district

#15 · Beedcell 4700001116

distance 0.275 · cross-district

#16 · Dharashivcell 4880004453

distance 0.276

#17 · Dharashivcell 4880001597

distance 0.282

#18 · Laturcell 4810002846

distance 0.284 · 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":488,"cluster_id":4880004730}}}'

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.