Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005936

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003347

distance 0.199 · cross-district

#2 · Kolhapurcell 4800000146

distance 0.214 · cross-district

#3 · Raigadcell 4910002899

distance 0.223 · cross-district

#4 · Raigadcell 4910003043

distance 0.23 · cross-district

#5 · Raigadcell 4910002991

distance 0.236 · cross-district

#6 · Raigadcell 4910003429

distance 0.241 · cross-district

#7 · Raigadcell 4910002449

distance 0.242 · cross-district

#8 · Raigadcell 4910002544

distance 0.251 · cross-district

#9 · Raigadcell 4910003386

distance 0.253 · cross-district

#10 · Raigadcell 4910002492

distance 0.257 · cross-district

#11 · Raigadcell 4910002846

distance 0.264 · cross-district

#12 · Raigadcell 4910003387

distance 0.271 · cross-district

#13 · Raigadcell 4910002910

distance 0.272 · cross-district

#14 · Raigadcell 4910002892

distance 0.279 · cross-district

#15 · Raigadcell 4910003177

distance 0.296 · cross-district

#16 · Raigadcell 4910003489

distance 0.299 · cross-district

#17 · Kolhapurcell 4800000177

distance 0.305 · cross-district

#18 · Punecell 4900007523

distance 0.308

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":4900005936}}}'

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.