Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002453

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005564

distance 0.197 · cross-district

#2 · Dharashivcell 4880001007

distance 0.233

#3 · Beedcell 4700002523

distance 0.255 · cross-district

#4 · Solapurcell 4960011108

distance 0.256 · cross-district

#5 · Solapurcell 4960010801

distance 0.261 · cross-district

#6 · Parbhanicell 4890001338

distance 0.263 · cross-district

#7 · Dharashivcell 4880005857

distance 0.265

#8 · Washimcell 4990002063

distance 0.268 · cross-district

#9 · Solapurcell 4960011523

distance 0.279 · cross-district

#10 · Dharashivcell 4880002539

distance 0.281

#11 · Parbhanicell 4890001413

distance 0.283 · cross-district

#12 · Laturcell 4810001294

distance 0.284 · cross-district

#13 · Sanglicell 4930006205

distance 0.285 · cross-district

#14 · Sanglicell 4930006192

distance 0.285 · cross-district

#15 · Beedcell 4700005788

distance 0.287 · cross-district

#16 · Dharashivcell 4880000750

distance 0.293

#17 · Solapurcell 4960001937

distance 0.294 · cross-district

#18 · Laturcell 4810002132

distance 0.298 · 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":4880002453}}}'

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.