Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001000

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

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007107

distance 0.282 · cross-district

#2 · Sataracell 4940007108

distance 0.303 · cross-district

#3 · Punecell 4900000752

distance 0.314

#4 · Sataracell 4940006781

distance 0.315 · cross-district

#5 · Sataracell 4940006878

distance 0.32 · cross-district

#6 · Sataracell 4940007104

distance 0.325 · cross-district

#7 · Punecell 4900000313

distance 0.331

#8 · Sataracell 4940006884

distance 0.344 · cross-district

#9 · Punecell 4900012601

distance 0.347

#10 · Punecell 4900000255

distance 0.353

#11 · Sataracell 4940007105

distance 0.355 · cross-district

#12 · Sataracell 4940007527

distance 0.355 · cross-district

#13 · Punecell 4900000256

distance 0.356

#14 · Punecell 4900002868

distance 0.357

#15 · Sataracell 4940007631

distance 0.359 · cross-district

#16 · Sataracell 4940008626

distance 0.359 · cross-district

#17 · Sataracell 4940006564

distance 0.36 · cross-district

#18 · Sataracell 4940006979

distance 0.362 · 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":4900001000}}}'

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.