Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720005463

The MH-36 locality cells most similar to this Buldhana 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004079

distance 0.211 · cross-district

#2 · Ahmednagarcell 4660003092

distance 0.281 · cross-district

#3 · Yavatmalcell 5000011505

distance 0.286 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001785

distance 0.287 · cross-district

#5 · Sanglicell 4930004437

distance 0.316 · cross-district

#6 · Sataracell 4940003831

distance 0.321 · cross-district

#7 · Dharashivcell 4880004065

distance 0.328 · cross-district

#8 · Wardhacell 4980005212

distance 0.345 · cross-district

#9 · Ahmednagarcell 4660012689

distance 0.348 · cross-district

#10 · Buldhanacell 4720004953

distance 0.354

#11 · Ahmednagarcell 4660002784

distance 0.359 · cross-district

#12 · Sanglicell 4930006471

distance 0.36 · cross-district

#13 · Gondiacell 4760002181

distance 0.361 · cross-district

#14 · Solapurcell 4960004155

distance 0.365 · cross-district

#15 · Solapurcell 4960004226

distance 0.367 · cross-district

#16 · Amravaticell 4680007947

distance 0.369 · cross-district

#17 · Buldhanacell 4720002589

distance 0.372

#18 · Jalgaoncell 4780002274

distance 0.377 · 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":472,"cluster_id":4720005463}}}'

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.