Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004227

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

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001129

distance 0.278 · cross-district

#2 · Beedcell 4700008125

distance 0.286 · cross-district

#3 · Dharashivcell 4880004658

distance 0.289

#4 · Dharashivcell 4880005627

distance 0.291

#5 · Dharashivcell 4880005333

distance 0.293

#6 · Beedcell 4700003180

distance 0.296 · cross-district

#7 · Beedcell 4700003176

distance 0.322 · cross-district

#8 · Beedcell 4700003006

distance 0.325 · cross-district

#9 · Beedcell 4700005234

distance 0.327 · cross-district

#10 · Solapurcell 4960006524

distance 0.329 · cross-district

#11 · Dharashivcell 4880005060

distance 0.335

#12 · Solapurcell 4960006256

distance 0.338 · cross-district

#13 · Beedcell 4700001246

distance 0.34 · cross-district

#14 · Beedcell 4700004558

distance 0.341 · cross-district

#15 · Dharashivcell 4880005439

distance 0.347

#16 · Kolhapurcell 4800004210

distance 0.352 · cross-district

#17 · Beedcell 4700002150

distance 0.352 · cross-district

#18 · Solapurcell 4960006400

distance 0.353 · 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":4880004227}}}'

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.