Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003630

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004049

distance 0.209

#2 · Dharashivcell 4880003635

distance 0.226

#3 · Dharashivcell 4880003242

distance 0.246

#4 · Dharashivcell 4880003325

distance 0.252

#5 · Laturcell 4810002211

distance 0.254 · cross-district

#6 · Dharashivcell 4880003965

distance 0.259

#7 · Laturcell 4810002027

distance 0.268 · cross-district

#8 · Dharashivcell 4880003620

distance 0.276

#9 · Laturcell 4810002145

distance 0.28 · cross-district

#10 · Nandedcell 4850003158

distance 0.281 · cross-district

#11 · Dharashivcell 4880005366

distance 0.285

#12 · Sanglicell 4930001585

distance 0.287 · cross-district

#13 · Dharashivcell 4880002881

distance 0.295

#14 · Beedcell 4700008876

distance 0.296 · cross-district

#15 · Dharashivcell 4880003324

distance 0.298

#16 · Dharashivcell 4880003375

distance 0.299

#17 · Laturcell 4810001128

distance 0.301 · cross-district

#18 · Dharashivcell 4880003173

distance 0.302

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":4880003630}}}'

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.