Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000653

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

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005504

distance 0.261

#2 · Punecell 4900001964

distance 0.263

#3 · Sataracell 4940008700

distance 0.267 · cross-district

#4 · Sataracell 4940008705

distance 0.267 · cross-district

#5 · Punecell 4900005238

distance 0.268

#6 · Punecell 4900001674

distance 0.27

#7 · Punecell 4900005633

distance 0.27

#8 · Punecell 4900001970

distance 0.272

#9 · Punecell 4900005635

distance 0.275

#10 · Punecell 4900001668

distance 0.276

#11 · Punecell 4900001971

distance 0.276

#12 · Sataracell 4940007976

distance 0.277 · cross-district

#13 · Punecell 4900005503

distance 0.278

#14 · Punecell 4900002119

distance 0.28

#15 · Sataracell 4940007020

distance 0.283 · cross-district

#16 · Sataracell 4940008717

distance 0.285 · cross-district

#17 · Punecell 4900005376

distance 0.287

#18 · Sataracell 4940008272

distance 0.29 · 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":490,"cluster_id":4900000653}}}'

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.