Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000764

The MH-36 locality cells most similar to this Pune 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008374

distance 0.181 · cross-district

#2 · Sataracell 4940006789

distance 0.201 · cross-district

#3 · Sataracell 4940008066

distance 0.202 · cross-district

#4 · Sataracell 4940008467

distance 0.209 · cross-district

#5 · Sataracell 4940007234

distance 0.215 · cross-district

#6 · Sataracell 4940008278

distance 0.218 · cross-district

#7 · Sataracell 4940006788

distance 0.221 · cross-district

#8 · Sataracell 4940006911

distance 0.222 · cross-district

#9 · Sataracell 4940008373

distance 0.223 · cross-district

#10 · Sataracell 4940008464

distance 0.242 · cross-district

#11 · Punecell 4900003024

distance 0.244

#12 · Sataracell 4940008461

distance 0.245 · cross-district

#13 · Sataracell 4940008277

distance 0.246 · cross-district

#14 · Punecell 4900003680

distance 0.249

#15 · Sataracell 4940007773

distance 0.255 · cross-district

#16 · Punecell 4900001129

distance 0.257

#17 · Sataracell 4940008624

distance 0.258 · cross-district

#18 · Punecell 4900000538

distance 0.258

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":490,"cluster_id":4900000764}}}'

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.