Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003413

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

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003546

distance 0.252

#2 · Punecell 4900002708

distance 0.317

#3 · Punecell 4900003836

distance 0.345

#4 · Punecell 4900003011

distance 0.347

#5 · Punecell 4900003835

distance 0.351

#6 · Punecell 4900003690

distance 0.364

#7 · Punecell 4900000867

distance 0.368

#8 · Punecell 4900008595

distance 0.369

#9 · Punecell 4900003696

distance 0.37

#10 · Punecell 4900004512

distance 0.375

#11 · Sataracell 4940008178

distance 0.377 · cross-district

#12 · Punecell 4900005743

distance 0.377

#13 · Punecell 4900010114

distance 0.382

#14 · Punecell 4900009668

distance 0.383

#15 · Ahmednagarcell 4660003788

distance 0.389 · cross-district

#16 · Punecell 4900002564

distance 0.391

#17 · Punecell 4900000866

distance 0.393

#18 · Punecell 4900009874

distance 0.395

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":4900003413}}}'

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.