Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003129

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003742

distance 0.253

#2 · Beedcell 4700008791

distance 0.32 · cross-district

#3 · Washimcell 4990003856

distance 0.323 · cross-district

#4 · Solapurcell 4960000605

distance 0.333 · cross-district

#5 · Solapurcell 4960005053

distance 0.333 · cross-district

#6 · Laturcell 4810004425

distance 0.34 · cross-district

#7 · Laturcell 4810001080

distance 0.342 · cross-district

#8 · Solapurcell 4960006049

distance 0.347 · cross-district

#9 · Solapurcell 4960005506

distance 0.348 · cross-district

#10 · Jalnacell 4790002632

distance 0.351 · cross-district

#11 · Dharashivcell 4880002843

distance 0.355

#12 · Ahmednagarcell 4660009397

distance 0.36 · cross-district

#13 · Ahmednagarcell 4660004416

distance 0.363 · cross-district

#14 · Ahmednagarcell 4660007861

distance 0.375 · cross-district

#15 · Dharashivcell 4880004436

distance 0.375

#16 · Solapurcell 4960004893

distance 0.383 · cross-district

#17 · Laturcell 4810003215

distance 0.385 · cross-district

#18 · Ahmednagarcell 4660002990

distance 0.386 · 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":4880003129}}}'

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.