Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001437

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

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002486

distance 0.269

#2 · Dharashivcell 4880006093

distance 0.271

#3 · Laturcell 4810001700

distance 0.284 · cross-district

#4 · Ahmednagarcell 4660011906

distance 0.295 · cross-district

#5 · Solapurcell 4960004580

distance 0.299 · cross-district

#6 · Dharashivcell 4880001641

distance 0.304

#7 · Laturcell 4810001080

distance 0.305 · cross-district

#8 · Washimcell 4990002958

distance 0.311 · cross-district

#9 · Beedcell 4700000986

distance 0.315 · cross-district

#10 · Dharashivcell 4880004268

distance 0.318

#11 · Solapurcell 4960001679

distance 0.319 · cross-district

#12 · Nashikcell 4870004450

distance 0.324 · cross-district

#13 · Sanglicell 4930004314

distance 0.326 · cross-district

#14 · Solapurcell 4960000997

distance 0.329 · cross-district

#15 · Beedcell 4700007885

distance 0.329 · cross-district

#16 · Washimcell 4990001493

distance 0.33 · cross-district

#17 · Ahmednagarcell 4660003740

distance 0.331 · cross-district

#18 · Sanglicell 4930002020

distance 0.332 · 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":4880001437}}}'

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.