Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000640

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000643

distance 0.243

#2 · Sataracell 4940007433

distance 0.285 · cross-district

#3 · Punecell 4900000873

distance 0.296

#4 · Sataracell 4940008152

distance 0.305 · cross-district

#5 · Punecell 4900002267

distance 0.322

#6 · Punecell 4900003817

distance 0.339

#7 · Sataracell 4940008349

distance 0.347 · cross-district

#8 · Punecell 4900013228

distance 0.356

#9 · Punecell 4900012676

distance 0.358

#10 · Punecell 4900013161

distance 0.361

#11 · Punecell 4900013058

distance 0.362

#12 · Punecell 4900002123

distance 0.369

#13 · Punecell 4900002887

distance 0.374

#14 · Punecell 4900000991

distance 0.376

#15 · Punecell 4900000997

distance 0.376

#16 · Punecell 4900003278

distance 0.377

#17 · Punecell 4900003556

distance 0.377

#18 · Punecell 4900002418

distance 0.378

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":4900000640}}}'

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.