Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004138

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 6 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 · Solapurcell 4960011203

distance 0.141 · cross-district

#2 · Dharashivcell 4880003761

distance 0.162

#3 · Dharashivcell 4880004557

distance 0.17

#4 · Ahmednagarcell 4660006307

distance 0.184 · cross-district

#5 · Solapurcell 4960011281

distance 0.189 · cross-district

#6 · Laturcell 4810002859

distance 0.193 · cross-district

#7 · Laturcell 4810002389

distance 0.194 · cross-district

#8 · Laturcell 4810001713

distance 0.198 · cross-district

#9 · Beedcell 4700001721

distance 0.198 · cross-district

#10 · Laturcell 4810002760

distance 0.199 · cross-district

#11 · Dharashivcell 4880003324

distance 0.203

#12 · Laturcell 4810003239

distance 0.207 · cross-district

#13 · Laturcell 4810002593

distance 0.208 · cross-district

#14 · Laturcell 4810001360

distance 0.209 · cross-district

#15 · Dharashivcell 4880002472

distance 0.209

#16 · Sanglicell 4930000411

distance 0.21 · cross-district

#17 · Laturcell 4810002211

distance 0.211 · cross-district

#18 · Dharashivcell 4880003242

distance 0.212

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":4880004138}}}'

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.