Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003448

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003753

distance 0.08

#2 · Buldhanacell 4720003451

distance 0.118

#3 · Buldhanacell 4720003902

distance 0.13

#4 · Solapurcell 4960008532

distance 0.148 · cross-district

#5 · Buldhanacell 4720003452

distance 0.151

#6 · Jalnacell 4790006429

distance 0.154 · cross-district

#7 · Jalnacell 4790006540

distance 0.154 · cross-district

#8 · Jalnacell 4790006486

distance 0.16 · cross-district

#9 · Jalnacell 4790006445

distance 0.161 · cross-district

#10 · Solapurcell 4960007969

distance 0.164 · cross-district

#11 · Buldhanacell 4720003980

distance 0.168

#12 · Jalnacell 4790006408

distance 0.17 · cross-district

#13 · Solapurcell 4960003954

distance 0.17 · cross-district

#14 · Dharashivcell 4880004076

distance 0.171 · cross-district

#15 · Solapurcell 4960002561

distance 0.173 · cross-district

#16 · Jalnacell 4790006444

distance 0.175 · cross-district

#17 · Solapurcell 4960008906

distance 0.177 · cross-district

#18 · Dharashivcell 4880003606

distance 0.177 · 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":4720003448}}}'

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.