Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006344

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002049

distance 0.059 · cross-district

#2 · Beedcell 4700002206

distance 0.065 · cross-district

#3 · Beedcell 4700000553

distance 0.07 · cross-district

#4 · Beedcell 4700001742

distance 0.073 · cross-district

#5 · Beedcell 4700000653

distance 0.077 · cross-district

#6 · Beedcell 4700001891

distance 0.088 · cross-district

#7 · Beedcell 4700002210

distance 0.091 · cross-district

#8 · Beedcell 4700002537

distance 0.094 · cross-district

#9 · Beedcell 4700001282

distance 0.095 · cross-district

#10 · Beedcell 4700001902

distance 0.095 · cross-district

#11 · Beedcell 4700001598

distance 0.097 · cross-district

#12 · Beedcell 4700000563

distance 0.098 · cross-district

#13 · Dharashivcell 4880006302

distance 0.098

#14 · Beedcell 4700001749

distance 0.102 · cross-district

#15 · Dharashivcell 4880006304

distance 0.103

#16 · Beedcell 4700002060

distance 0.103 · cross-district

#17 · Beedcell 4700000361

distance 0.104 · cross-district

#18 · Beedcell 4700001892

distance 0.104 · 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":4880006344}}}'

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.