Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004285

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006407

distance 0.229

#2 · Yavatmalcell 5000004776

distance 0.258 · cross-district

#3 · Solapurcell 4960007491

distance 0.258 · cross-district

#4 · Nandedcell 4850002454

distance 0.27 · cross-district

#5 · Buldhanacell 4720005607

distance 0.272

#6 · Buldhanacell 4720004428

distance 0.273

#7 · Akolacell 4670000244

distance 0.275 · cross-district

#8 · Jalgaoncell 4780006115

distance 0.275 · cross-district

#9 · Parbhanicell 4890004791

distance 0.279 · cross-district

#10 · Jalnacell 4790000452

distance 0.28 · cross-district

#11 · Chandrapurcell 4730005699

distance 0.283 · cross-district

#12 · Solapurcell 4960002048

distance 0.283 · cross-district

#13 · Ahmednagarcell 4660001523

distance 0.285 · cross-district

#14 · Beedcell 4700007610

distance 0.285 · cross-district

#15 · Parbhanicell 4890002270

distance 0.286 · cross-district

#16 · Solapurcell 4960001243

distance 0.288 · cross-district

#17 · Ahmednagarcell 4660003394

distance 0.294 · cross-district

#18 · Jalnacell 4790000218

distance 0.296 · 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":4720004285}}}'

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.