Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009713

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010291

distance 0.166

#2 · Punecell 4900009794

distance 0.263

#3 · Punecell 4900008630

distance 0.292

#4 · Punecell 4900010458

distance 0.333

#5 · Sataracell 4940008718

distance 0.334 · cross-district

#6 · Punecell 4900001666

distance 0.337

#7 · Punecell 4900009988

distance 0.338

#8 · Punecell 4900008979

distance 0.35

#9 · Punecell 4900009165

distance 0.353

#10 · Sataracell 4940008566

distance 0.357 · cross-district

#11 · Sataracell 4940008077

distance 0.36 · cross-district

#12 · Sataracell 4940008824

distance 0.364 · cross-district

#13 · Ahmednagarcell 4660005649

distance 0.366 · cross-district

#14 · Punecell 4900004833

distance 0.373

#15 · Punecell 4900010097

distance 0.373

#16 · Sataracell 4940008846

distance 0.375 · cross-district

#17 · Punecell 4900009190

distance 0.376

#18 · Punecell 4900009191

distance 0.378

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":4900009713}}}'

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.