Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013387

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013380

distance 0.235

#2 · Punecell 4900013369

distance 0.248

#3 · Sataracell 4940007127

distance 0.275 · cross-district

#4 · Sataracell 4940007449

distance 0.287 · cross-district

#5 · Punecell 4900013076

distance 0.296

#6 · Sataracell 4940007963

distance 0.299 · cross-district

#7 · Punecell 4900013275

distance 0.305

#8 · Sataracell 4940008277

distance 0.32 · cross-district

#9 · Sataracell 4940008461

distance 0.328 · cross-district

#10 · Punecell 4900000654

distance 0.337

#11 · Punecell 4900013309

distance 0.338

#12 · Sataracell 4940008463

distance 0.339 · cross-district

#13 · Sataracell 4940008263

distance 0.342 · cross-district

#14 · Sataracell 4940008176

distance 0.342 · cross-district

#15 · Sataracell 4940006788

distance 0.346 · cross-district

#16 · Sataracell 4940008372

distance 0.35 · cross-district

#17 · Nashikcell 4870001723

distance 0.351 · cross-district

#18 · Ahmednagarcell 4660012433

distance 0.353 · 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":4900013387}}}'

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.