Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003017

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004385

distance 0.327 · cross-district

#2 · Punecell 4900001261

distance 0.342

#3 · Punecell 4900001655

distance 0.355

#4 · Sataracell 4940008848

distance 0.372 · cross-district

#5 · Punecell 4900006516

distance 0.374

#6 · Punecell 4900009182

distance 0.411

#7 · Sataracell 4940007529

distance 0.415 · cross-district

#8 · Sataracell 4940008957

distance 0.418 · cross-district

#9 · Punecell 4900012856

distance 0.424

#10 · Punecell 4900008086

distance 0.427

#11 · Sataracell 4940007326

distance 0.432 · cross-district

#12 · Punecell 4900004813

distance 0.433

#13 · Punecell 4900000861

distance 0.44

#14 · Sataracell 4940006997

distance 0.443 · cross-district

#15 · Sataracell 4940003482

distance 0.444 · cross-district

#16 · Sataracell 4940008047

distance 0.449 · cross-district

#17 · Punecell 4900009885

distance 0.458

#18 · Punecell 4900001791

distance 0.459

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":4900003017}}}'

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.