Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003410

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004069

distance 0.245

#2 · Jalgaoncell 4780001240

distance 0.26 · cross-district

#3 · Solapurcell 4960009028

distance 0.26 · cross-district

#4 · Jalgaoncell 4780002250

distance 0.263 · cross-district

#5 · Jalgaoncell 4780007118

distance 0.268 · cross-district

#6 · Solapurcell 4960010462

distance 0.276 · cross-district

#7 · Solapurcell 4960011780

distance 0.28 · cross-district

#8 · Jalgaoncell 4780002127

distance 0.281 · cross-district

#9 · Wardhacell 4980004498

distance 0.281 · cross-district

#10 · Jalgaoncell 4780000768

distance 0.282 · cross-district

#11 · Dharashivcell 4880000604

distance 0.284

#12 · Buldhanacell 4720001467

distance 0.285 · cross-district

#13 · Amravaticell 4680002310

distance 0.287 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006443

distance 0.288 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003285

distance 0.291 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001176

distance 0.291 · cross-district

#17 · Akolacell 4670004388

distance 0.292 · cross-district

#18 · Jalgaoncell 4780001841

distance 0.292 · 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":4880003410}}}'

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.