Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004161

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003192

distance 0.181 · cross-district

#2 · Beedcell 4700000978

distance 0.183 · cross-district

#3 · Dharashivcell 4880004241

distance 0.202

#4 · Ahmednagarcell 4660001921

distance 0.202 · cross-district

#5 · Beedcell 4700008215

distance 0.204 · cross-district

#6 · Ahmednagarcell 4660001918

distance 0.204 · cross-district

#7 · Ahmednagarcell 4660002702

distance 0.207 · cross-district

#8 · Ahmednagarcell 4660001606

distance 0.215 · cross-district

#9 · Dharashivcell 4880005958

distance 0.218

#10 · Ahmednagarcell 4660001819

distance 0.218 · cross-district

#11 · Beedcell 4700003019

distance 0.222 · cross-district

#12 · Beedcell 4700008127

distance 0.224 · cross-district

#13 · Ahmednagarcell 4660001915

distance 0.224 · cross-district

#14 · Dharashivcell 4880005245

distance 0.227

#15 · Ahmednagarcell 4660000784

distance 0.23 · cross-district

#16 · Ahmednagarcell 4660002518

distance 0.23 · cross-district

#17 · Dharashivcell 4880005521

distance 0.23

#18 · Beedcell 4700002830

distance 0.231 · 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":4880004161}}}'

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.