Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004768

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004568

distance 0.247

#2 · Beedcell 4700000849

distance 0.272 · cross-district

#3 · Beedcell 4700001825

distance 0.279 · cross-district

#4 · Dharashivcell 4880004321

distance 0.285

#5 · Beedcell 4700001823

distance 0.3 · cross-district

#6 · Ahmednagarcell 4660001224

distance 0.3 · cross-district

#7 · Ahmednagarcell 4660001315

distance 0.304 · cross-district

#8 · Beedcell 4700001677

distance 0.306 · cross-district

#9 · Beedcell 4700007408

distance 0.308 · cross-district

#10 · Ahmednagarcell 4660005759

distance 0.308 · cross-district

#11 · Solapurcell 4960007325

distance 0.309 · cross-district

#12 · Dharashivcell 4880004866

distance 0.31

#13 · Beedcell 4700008814

distance 0.313 · cross-district

#14 · Dharashivcell 4880004949

distance 0.315

#15 · Ahmednagarcell 4660011273

distance 0.317 · cross-district

#16 · Beedcell 4700001374

distance 0.323 · cross-district

#17 · Beedcell 4700002491

distance 0.328 · cross-district

#18 · Beedcell 4700002630

distance 0.328 · 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":4880004768}}}'

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.