Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005731

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004784

distance 0.188

#2 · Buldhanacell 4720002833

distance 0.207 · cross-district

#3 · Beedcell 4700007850

distance 0.213 · cross-district

#4 · Dharashivcell 4880004419

distance 0.233

#5 · Dharashivcell 4880005550

distance 0.244

#6 · Beedcell 4700002925

distance 0.246 · cross-district

#7 · Beedcell 4700001960

distance 0.252 · cross-district

#8 · Beedcell 4700003594

distance 0.256 · cross-district

#9 · Beedcell 4700004917

distance 0.261 · cross-district

#10 · Beedcell 4700002884

distance 0.268 · cross-district

#11 · Beedcell 4700002885

distance 0.269 · cross-district

#12 · Beedcell 4700005066

distance 0.281 · cross-district

#13 · Sanglicell 4930001337

distance 0.282 · cross-district

#14 · Beedcell 4700004106

distance 0.283 · cross-district

#15 · Dharashivcell 4880005551

distance 0.284

#16 · Beedcell 4700003158

distance 0.286 · cross-district

#17 · Ahmednagarcell 4660005490

distance 0.286 · cross-district

#18 · Beedcell 4700004682

distance 0.29 · 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":4880005731}}}'

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.