Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005331

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002169

distance 0.141 · cross-district

#2 · Dharashivcell 4880005253

distance 0.183

#3 · Dharashivcell 4880005249

distance 0.194

#4 · Dharashivcell 4880005796

distance 0.2

#5 · Beedcell 4700007663

distance 0.209 · cross-district

#6 · Beedcell 4700008894

distance 0.214 · cross-district

#7 · Dharashivcell 4880006264

distance 0.215

#8 · Beedcell 4700008903

distance 0.216 · cross-district

#9 · Dharashivcell 4880004158

distance 0.218

#10 · Beedcell 4700007662

distance 0.218 · cross-district

#11 · Beedcell 4700008902

distance 0.218 · cross-district

#12 · Beedcell 4700002668

distance 0.22 · cross-district

#13 · Beedcell 4700001543

distance 0.226 · cross-district

#14 · Beedcell 4700008702

distance 0.23 · cross-district

#15 · Dharashivcell 4880004155

distance 0.236

#16 · Dharashivcell 4880006070

distance 0.237

#17 · Beedcell 4700007767

distance 0.24 · cross-district

#18 · Beedcell 4700001107

distance 0.251 · 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":4880005331}}}'

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.