Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004838

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002731

distance 0.149 · cross-district

#2 · Buldhanacell 4720005860

distance 0.156

#3 · Amravaticell 4680001669

distance 0.162 · cross-district

#4 · Amravaticell 4680001445

distance 0.173 · cross-district

#5 · Akolacell 4670001097

distance 0.177 · cross-district

#6 · Buldhanacell 4720003504

distance 0.182

#7 · Akolacell 4670002986

distance 0.183 · cross-district

#8 · Akolacell 4670003179

distance 0.184 · cross-district

#9 · Amravaticell 4680002881

distance 0.185 · cross-district

#10 · Buldhanacell 4720007423

distance 0.191

#11 · Beedcell 4700006834

distance 0.191 · cross-district

#12 · Buldhanacell 4720005578

distance 0.192

#13 · Amravaticell 4680002020

distance 0.194 · cross-district

#14 · Akolacell 4670003674

distance 0.196 · cross-district

#15 · Jalgaoncell 4780004309

distance 0.196 · cross-district

#16 · Akolacell 4670003310

distance 0.197 · cross-district

#17 · Amravaticell 4680002994

distance 0.197 · cross-district

#18 · Amravaticell 4680003378

distance 0.198 · 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":4720004838}}}'

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.