Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004605

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004604

distance 0.236

#2 · Buldhanacell 4720002395

distance 0.281 · cross-district

#3 · Laturcell 4810000322

distance 0.285 · cross-district

#4 · Dharashivcell 4880001994

distance 0.295

#5 · Laturcell 4810000152

distance 0.296 · cross-district

#6 · Laturcell 4810001603

distance 0.298 · cross-district

#7 · Nandedcell 4850001680

distance 0.298 · cross-district

#8 · Ahmednagarcell 4660005630

distance 0.299 · cross-district

#9 · Beedcell 4700000366

distance 0.301 · cross-district

#10 · Dharashivcell 4880002999

distance 0.301

#11 · Solapurcell 4960004897

distance 0.303 · cross-district

#12 · Jalnacell 4790000414

distance 0.304 · cross-district

#13 · Beedcell 4700008545

distance 0.305 · cross-district

#14 · Yavatmalcell 5000005359

distance 0.306 · cross-district

#15 · Nandedcell 4850001265

distance 0.306 · cross-district

#16 · Dhulecell 4740002888

distance 0.306 · cross-district

#17 · Washimcell 4990002816

distance 0.306 · cross-district

#18 · Parbhanicell 4890001445

distance 0.306 · 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":4880004605}}}'

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.