Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004835

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004613

distance 0.179 · cross-district

#2 · Buldhanacell 4720008358

distance 0.182

#3 · Buldhanacell 4720004092

distance 0.182

#4 · Buldhanacell 4720005064

distance 0.19

#5 · Buldhanacell 4720004394

distance 0.19

#6 · Buldhanacell 4720004246

distance 0.199

#7 · Buldhanacell 4720003813

distance 0.2

#8 · Beedcell 4700002764

distance 0.202 · cross-district

#9 · Amravaticell 4680006133

distance 0.202 · cross-district

#10 · Amravaticell 4680005593

distance 0.203 · cross-district

#11 · Jalnacell 4790006575

distance 0.205 · cross-district

#12 · Buldhanacell 4720004033

distance 0.216

#13 · Beedcell 4700004086

distance 0.22 · cross-district

#14 · Sataracell 4940001237

distance 0.222 · cross-district

#15 · Buldhanacell 4720004681

distance 0.223

#16 · Beedcell 4700002595

distance 0.225 · cross-district

#17 · Beedcell 4700002422

distance 0.226 · cross-district

#18 · Beedcell 4700004954

distance 0.226 · 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":4720004835}}}'

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.