Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000978

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.323

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004157

distance 0.323 · cross-district

#2 · Dharashivcell 4880000204

distance 0.335

#3 · Sanglicell 4930002229

distance 0.338 · cross-district

#4 · Ahmednagarcell 4660004416

distance 0.347 · cross-district

#5 · Jalnacell 4790000530

distance 0.357 · cross-district

#6 · Washimcell 4990003856

distance 0.359 · cross-district

#7 · Beedcell 4700005977

distance 0.36 · cross-district

#8 · Ahmednagarcell 4660014524

distance 0.369 · cross-district

#9 · Dharashivcell 4880000979

distance 0.373

#10 · Ahmednagarcell 4660009397

distance 0.388 · cross-district

#11 · Ahmednagarcell 4660009569

distance 0.389 · cross-district

#12 · Nashikcell 4870004702

distance 0.392 · cross-district

#13 · Ahmednagarcell 4660007861

distance 0.393 · cross-district

#14 · Beedcell 4700004934

distance 0.399 · cross-district

#15 · Nashikcell 4870005135

distance 0.402 · cross-district

#16 · Ahmednagarcell 4660012310

distance 0.402 · cross-district

#17 · Nashikcell 4870005424

distance 0.403 · cross-district

#18 · Ahmednagarcell 4660012463

distance 0.405 · 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":4880000978}}}'

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.