Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002181

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.291

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002334

distance 0.291

#2 · Laturcell 4810005904

distance 0.321 · cross-district

#3 · Laturcell 4810000444

distance 0.331 · cross-district

#4 · Washimcell 4990002980

distance 0.339 · cross-district

#5 · Nandedcell 4850001619

distance 0.341 · cross-district

#6 · Laturcell 4810000876

distance 0.346 · cross-district

#7 · Dharashivcell 4880003982

distance 0.346

#8 · Laturcell 4810001320

distance 0.346 · cross-district

#9 · Laturcell 4810001124

distance 0.347 · cross-district

#10 · Solapurcell 4960006849

distance 0.351 · cross-district

#11 · Nandedcell 4850002964

distance 0.351 · cross-district

#12 · Washimcell 4990003147

distance 0.351 · cross-district

#13 · Dharashivcell 4880002396

distance 0.355

#14 · Buldhanacell 4720002054

distance 0.362 · cross-district

#15 · Yavatmalcell 5000008819

distance 0.374 · cross-district

#16 · Dharashivcell 4880004121

distance 0.374

#17 · Laturcell 4810001982

distance 0.376 · cross-district

#18 · Dharashivcell 4880002313

distance 0.378

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":4880002181}}}'

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.