Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006908

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003446

distance 0.265 · cross-district

#2 · Raigadcell 4910003106

distance 0.279 · cross-district

#3 · Raigadcell 4910003536

distance 0.309 · cross-district

#4 · Raigadcell 4910003279

distance 0.31 · cross-district

#5 · Punecell 4900006663

distance 0.31

#6 · Raigadcell 4910003237

distance 0.329 · cross-district

#7 · Raigadcell 4910003361

distance 0.396 · cross-district

#8 · Punecell 4900007643

distance 0.407

#9 · Raigadcell 4910003490

distance 0.456 · cross-district

#10 · Sindhudurgcell 4950000529

distance 0.463 · cross-district

#11 · Raigadcell 4910003278

distance 0.463 · cross-district

#12 · Raigadcell 4910000001

distance 0.466 · cross-district

#13 · Raigadcell 4910003235

distance 0.474 · cross-district

#14 · Raigadcell 4910003105

distance 0.486 · cross-district

#15 · Raigadcell 4910003044

distance 0.491 · cross-district

#16 · Raigadcell 4910003153

distance 0.494 · cross-district

#17 · Raigadcell 4910003403

distance 0.498 · cross-district

#18 · Kolhapurcell 4800000058

distance 0.5 · 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":4900006908}}}'

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.