Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011885

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012089

distance 0.2

#2 · Punecell 4900011627

distance 0.246

#3 · Punecell 4900012023

distance 0.269

#4 · Punecell 4900009628

distance 0.271

#5 · Punecell 4900009426

distance 0.271

#6 · Punecell 4900007765

distance 0.274

#7 · Punecell 4900008218

distance 0.277

#8 · Raigadcell 4910005558

distance 0.285 · cross-district

#9 · Punecell 4900008552

distance 0.292

#10 · Punecell 4900008327

distance 0.304

#11 · Raigadcell 4910005465

distance 0.313 · cross-district

#12 · Punecell 4900012090

distance 0.314

#13 · Raigadcell 4910005800

distance 0.318 · cross-district

#14 · Punecell 4900010227

distance 0.321

#15 · Punecell 4900009011

distance 0.324

#16 · Raigadcell 4910005513

distance 0.324 · cross-district

#17 · Punecell 4900010735

distance 0.325

#18 · Raigadcell 4910005801

distance 0.328 · 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":4900011885}}}'

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.