Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000648

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008250

distance 0.19 · cross-district

#2 · Punecell 4900000382

distance 0.233

#3 · Sataracell 4940008153

distance 0.242 · cross-district

#4 · Punecell 4900000758

distance 0.242

#5 · Sataracell 4940007633

distance 0.263 · cross-district

#6 · Sataracell 4940007738

distance 0.278 · cross-district

#7 · Sataracell 4940007946

distance 0.282 · cross-district

#8 · Punecell 4900012731

distance 0.285

#9 · Punecell 4900000541

distance 0.289

#10 · Sataracell 4940008252

distance 0.298 · cross-district

#11 · Sataracell 4940008168

distance 0.3 · cross-district

#12 · Sataracell 4940008456

distance 0.303 · cross-district

#13 · Sataracell 4940006792

distance 0.304 · cross-district

#14 · Punecell 4900012455

distance 0.307

#15 · Sataracell 4940008251

distance 0.316 · cross-district

#16 · Punecell 4900012730

distance 0.32

#17 · Sataracell 4940007538

distance 0.322 · cross-district

#18 · Punecell 4900012673

distance 0.33

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":4900000648}}}'

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.