Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004695

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005081

distance 0.184

#2 · Ahmednagarcell 4660006548

distance 0.189 · cross-district

#3 · Beedcell 4700008641

distance 0.196 · cross-district

#4 · Beedcell 4700007219

distance 0.197 · cross-district

#5 · Beedcell 4700007950

distance 0.198 · cross-district

#6 · Ahmednagarcell 4660007265

distance 0.205 · cross-district

#7 · Dharashivcell 4880004593

distance 0.206

#8 · Ahmednagarcell 4660006097

distance 0.206 · cross-district

#9 · Dharashivcell 4880005370

distance 0.207

#10 · Dharashivcell 4880005915

distance 0.207

#11 · Sanglicell 4930000874

distance 0.208 · cross-district

#12 · Ahmednagarcell 4660007559

distance 0.208 · cross-district

#13 · Dharashivcell 4880004773

distance 0.209

#14 · Dharashivcell 4880001414

distance 0.21

#15 · Beedcell 4700008145

distance 0.211 · cross-district

#16 · Dharashivcell 4880004983

distance 0.211

#17 · Beedcell 4700007206

distance 0.212 · cross-district

#18 · Ahmednagarcell 4660007964

distance 0.212 · 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":4880004695}}}'

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.