Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007643

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 3 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003536

distance 0.237 · cross-district

#2 · Raigadcell 4910003446

distance 0.271 · cross-district

#3 · Raigadcell 4910003361

distance 0.272 · cross-district

#4 · Raigadcell 4910003105

distance 0.286 · cross-district

#5 · Raigadcell 4910003278

distance 0.308 · cross-district

#6 · Raigadcell 4910003403

distance 0.333 · cross-district

#7 · Raigadcell 4910003237

distance 0.338 · cross-district

#8 · Raigadcell 4910003151

distance 0.349 · cross-district

#9 · Sindhudurgcell 4950000529

distance 0.351 · cross-district

#10 · Punecell 4900006909

distance 0.355

#11 · Punecell 4900007278

distance 0.372

#12 · Punecell 4900006662

distance 0.396

#13 · Punecell 4900006908

distance 0.407

#14 · Raigadcell 4910003192

distance 0.407 · cross-district

#15 · Raigadcell 4910003106

distance 0.412 · cross-district

#16 · Punecell 4900007522

distance 0.427

#17 · Raigadcell 4910003108

distance 0.43 · cross-district

#18 · Punecell 4900006907

distance 0.434

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":4900007643}}}'

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.