Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005963

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001842

distance 0.179 · cross-district

#2 · Dharashivcell 4880004950

distance 0.185

#3 · Dharashivcell 4880004667

distance 0.262

#4 · Solapurcell 4960007229

distance 0.263 · cross-district

#5 · Dharashivcell 4880006112

distance 0.268

#6 · Beedcell 4700003357

distance 0.276 · cross-district

#7 · Sanglicell 4930001925

distance 0.277 · cross-district

#8 · Dharashivcell 4880005346

distance 0.279

#9 · Sanglicell 4930002759

distance 0.28 · cross-district

#10 · Ahmednagarcell 4660002614

distance 0.284 · cross-district

#11 · Dharashivcell 4880004747

distance 0.293

#12 · Ahmednagarcell 4660000693

distance 0.293 · cross-district

#13 · Dharashivcell 4880004951

distance 0.293

#14 · Dharashivcell 4880005899

distance 0.296

#15 · Sanglicell 4930004906

distance 0.298 · cross-district

#16 · Beedcell 4700007393

distance 0.3 · cross-district

#17 · Sanglicell 4930002091

distance 0.3 · cross-district

#18 · Solapurcell 4960006840

distance 0.3 · 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":4880005963}}}'

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.