Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003892

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003274

distance 0.278 · cross-district

#2 · Dharashivcell 4880002908

distance 0.298

#3 · Dharashivcell 4880005541

distance 0.305

#4 · Beedcell 4700003650

distance 0.341 · cross-district

#5 · Beedcell 4700004819

distance 0.365 · cross-district

#6 · Washimcell 4990003030

distance 0.366 · cross-district

#7 · Solapurcell 4960005154

distance 0.37 · cross-district

#8 · Parbhanicell 4890001269

distance 0.372 · cross-district

#9 · Jalnacell 4790000054

distance 0.384 · cross-district

#10 · Buldhanacell 4720000998

distance 0.385 · cross-district

#11 · Laturcell 4810006083

distance 0.385 · cross-district

#12 · Washimcell 4990003861

distance 0.386 · cross-district

#13 · Dharashivcell 4880003278

distance 0.394

#14 · Washimcell 4990001094

distance 0.396 · cross-district

#15 · Kolhapurcell 4800004130

distance 0.397 · cross-district

#16 · Solapurcell 4960002878

distance 0.398 · cross-district

#17 · Parbhanicell 4890001462

distance 0.399 · cross-district

#18 · Parbhanicell 4890001243

distance 0.399 · 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":4880003892}}}'

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.