Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013321

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012462

distance 0.321

#2 · Punecell 4900012978

distance 0.337

#3 · Punecell 4900013266

distance 0.347

#4 · Punecell 4900013318

distance 0.354

#5 · Punecell 4900012534

distance 0.372

#6 · Punecell 4900012977

distance 0.372

#7 · Solapurcell 4960010348

distance 0.392 · cross-district

#8 · Sataracell 4940007950

distance 0.393 · cross-district

#9 · Punecell 4900013015

distance 0.393

#10 · Punecell 4900013048

distance 0.406

#11 · Sataracell 4940008049

distance 0.42 · cross-district

#12 · Punecell 4900013233

distance 0.42

#13 · Punecell 4900003702

distance 0.444

#14 · Sataracell 4940007741

distance 0.448 · cross-district

#15 · Sataracell 4940007845

distance 0.449 · cross-district

#16 · Solapurcell 4960010350

distance 0.449 · cross-district

#17 · Punecell 4900013083

distance 0.453

#18 · Sataracell 4940008050

distance 0.46 · 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":4900013321}}}'

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.