Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005038

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004941

distance 0.136

#2 · Ahmednagarcell 4660000954

distance 0.14 · cross-district

#3 · Ahmednagarcell 4660002414

distance 0.141 · cross-district

#4 · Dharashivcell 4880005432

distance 0.142

#5 · Beedcell 4700002506

distance 0.148 · cross-district

#6 · Beedcell 4700002501

distance 0.15 · cross-district

#7 · Dharashivcell 4880005968

distance 0.15

#8 · Beedcell 4700001547

distance 0.167 · cross-district

#9 · Dharashivcell 4880004318

distance 0.168

#10 · Dharashivcell 4880004855

distance 0.168

#11 · Ahmednagarcell 4660002114

distance 0.169 · cross-district

#12 · Ahmednagarcell 4660001610

distance 0.171 · cross-district

#13 · Ahmednagarcell 4660002518

distance 0.172 · cross-district

#14 · Ahmednagarcell 4660002514

distance 0.174 · cross-district

#15 · Beedcell 4700003003

distance 0.179 · cross-district

#16 · Beedcell 4700002014

distance 0.181 · cross-district

#17 · Dharashivcell 4880005245

distance 0.186

#18 · Ahmednagarcell 4660002690

distance 0.187 · 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":4880005038}}}'

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.