Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001286

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008725

distance 0.234 · cross-district

#2 · Punecell 4900006394

distance 0.255

#3 · Sataracell 4940006295

distance 0.269 · cross-district

#4 · Punecell 4900012707

distance 0.274

#5 · Punecell 4900001416

distance 0.278

#6 · Sataracell 4940007707

distance 0.283 · cross-district

#7 · Sataracell 4940006474

distance 0.288 · cross-district

#8 · Sataracell 4940007229

distance 0.29 · cross-district

#9 · Sataracell 4940004456

distance 0.298 · cross-district

#10 · Punecell 4900006277

distance 0.301

#11 · Sataracell 4940007364

distance 0.304 · cross-district

#12 · Sataracell 4940004405

distance 0.31 · cross-district

#13 · Punecell 4900004955

distance 0.311

#14 · Solapurcell 4960003642

distance 0.315 · cross-district

#15 · Sanglicell 4930007122

distance 0.316 · cross-district

#16 · Punecell 4900000820

distance 0.317

#17 · Punecell 4900001673

distance 0.317

#18 · Punecell 4900001141

distance 0.317

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":4900001286}}}'

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.