Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003965

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003505

distance 0.23

#2 · Dharashivcell 4880005900

distance 0.236

#3 · Dharashivcell 4880003010

distance 0.236

#4 · Beedcell 4700001352

distance 0.237 · cross-district

#5 · Dharashivcell 4880003635

distance 0.246

#6 · Laturcell 4810001155

distance 0.25 · cross-district

#7 · Beedcell 4700001830

distance 0.251 · cross-district

#8 · Dharashivcell 4880003757

distance 0.254

#9 · Dharashivcell 4880004049

distance 0.256

#10 · Laturcell 4810002145

distance 0.257 · cross-district

#11 · Dharashivcell 4880003630

distance 0.259

#12 · Dharashivcell 4880003342

distance 0.263

#13 · Parbhanicell 4890000014

distance 0.265 · cross-district

#14 · Beedcell 4700005141

distance 0.268 · cross-district

#15 · Laturcell 4810005928

distance 0.274 · cross-district

#16 · Sanglicell 4930002604

distance 0.275 · cross-district

#17 · Solapurcell 4960006187

distance 0.275 · cross-district

#18 · Ahmednagarcell 4660006214

distance 0.277 · 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":4880003965}}}'

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.