Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000374

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000306

distance 0.257

#2 · Sataracell 4940008244

distance 0.31 · cross-district

#3 · Punecell 4900000253

distance 0.331

#4 · Sataracell 4940007839

distance 0.356 · cross-district

#5 · Sataracell 4940007736

distance 0.358 · cross-district

#6 · Punecell 4900000373

distance 0.358

#7 · Sataracell 4940007735

distance 0.364 · cross-district

#8 · Sataracell 4940007763

distance 0.382 · cross-district

#9 · Punecell 4900000371

distance 0.387

#10 · Sataracell 4940003972

distance 0.389 · cross-district

#11 · Sataracell 4940008058

distance 0.407 · cross-district

#12 · Sataracell 4940008243

distance 0.417 · cross-district

#13 · Sataracell 4940008142

distance 0.421 · cross-district

#14 · Punecell 4900000529

distance 0.422

#15 · Punecell 4900012730

distance 0.425

#16 · Sataracell 4940008357

distance 0.426 · cross-district

#17 · Sataracell 4940008039

distance 0.431 · cross-district

#18 · Sataracell 4940008541

distance 0.433 · 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":4900000374}}}'

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.