Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005860

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001420

distance 0.331 · cross-district

#2 · Jalnacell 4790001200

distance 0.387 · cross-district

#3 · Buldhanacell 4720003896

distance 0.399 · cross-district

#4 · Dharashivcell 4880003994

distance 0.409

#5 · Beedcell 4700000139

distance 0.457 · cross-district

#6 · Dharashivcell 4880004658

distance 0.497

#7 · Gadchirolicell 4750000178

distance 0.505 · cross-district

#8 · Buldhanacell 4720004000

distance 0.509 · cross-district

#9 · Dharashivcell 4880005861

distance 0.511

#10 · Kolhapurcell 4800002278

distance 0.53 · cross-district

#11 · Buldhanacell 4720001534

distance 0.533 · cross-district

#12 · Beedcell 4700004616

distance 0.537 · cross-district

#13 · Buldhanacell 4720001309

distance 0.542 · cross-district

#14 · Dharashivcell 4880003923

distance 0.544

#15 · Kolhapurcell 4800002232

distance 0.545 · cross-district

#16 · Buldhanacell 4720001191

distance 0.56 · cross-district

#17 · Dharashivcell 4880005337

distance 0.584

#18 · Solapurcell 4960011129

distance 0.587 · 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":4880005860}}}'

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.