Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007429

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002340

distance 0.257 · cross-district

#2 · Buldhanacell 4720006826

distance 0.263

#3 · Buldhanacell 4720006553

distance 0.263

#4 · Buldhanacell 4720006208

distance 0.265

#5 · Sataracell 4940004842

distance 0.266 · cross-district

#6 · Buldhanacell 4720007533

distance 0.276

#7 · Amravaticell 4680002760

distance 0.278 · cross-district

#8 · Akolacell 4670003895

distance 0.28 · cross-district

#9 · Buldhanacell 4720004120

distance 0.282

#10 · Nashikcell 4870002558

distance 0.286 · cross-district

#11 · Buldhanacell 4720003479

distance 0.289

#12 · Amravaticell 4680004694

distance 0.296 · cross-district

#13 · Jalgaoncell 4780009101

distance 0.3 · cross-district

#14 · Ahmednagarcell 4660008549

distance 0.305 · cross-district

#15 · Jalgaoncell 4780001660

distance 0.309 · cross-district

#16 · Ahmednagarcell 4660001142

distance 0.309 · cross-district

#17 · Sataracell 4940006588

distance 0.311 · cross-district

#18 · Sataracell 4940001180

distance 0.311 · 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":4720007429}}}'

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.