Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006261

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002778

distance 0.115 · cross-district

#2 · Beedcell 4700003360

distance 0.142 · cross-district

#3 · Ahmednagarcell 4660001822

distance 0.152 · cross-district

#4 · Ahmednagarcell 4660002319

distance 0.153 · cross-district

#5 · Ahmednagarcell 4660002700

distance 0.161 · cross-district

#6 · Ahmednagarcell 4660001926

distance 0.165 · cross-district

#7 · Beedcell 4700002660

distance 0.166 · cross-district

#8 · Ahmednagarcell 4660002860

distance 0.166 · cross-district

#9 · Ahmednagarcell 4660002125

distance 0.169 · cross-district

#10 · Beedcell 4700002499

distance 0.172 · cross-district

#11 · Dharashivcell 4880006042

distance 0.173

#12 · Dharashivcell 4880006048

distance 0.18

#13 · Beedcell 4700002010

distance 0.182 · cross-district

#14 · Ahmednagarcell 4660001823

distance 0.183 · cross-district

#15 · Dharashivcell 4880004602

distance 0.188

#16 · Dharashivcell 4880004433

distance 0.188

#17 · Beedcell 4700001540

distance 0.189 · cross-district

#18 · Ahmednagarcell 4660001499

distance 0.191 · 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":4880006261}}}'

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.