Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004948

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008304

distance 0.295 · cross-district

#2 · Punecell 4900005885

distance 0.313

#3 · Sataracell 4940008071

distance 0.321 · cross-district

#4 · Punecell 4900003435

distance 0.328

#5 · Sataracell 4940001809

distance 0.332 · cross-district

#6 · Punecell 4900011747

distance 0.337

#7 · Ahmednagarcell 4660004950

distance 0.351 · cross-district

#8 · Kolhapurcell 4800003819

distance 0.361 · cross-district

#9 · Ahmednagarcell 4660004180

distance 0.361 · cross-district

#10 · Kolhapurcell 4800005126

distance 0.364 · cross-district

#11 · Sataracell 4940004341

distance 0.366 · cross-district

#12 · Punecell 4900001966

distance 0.366

#13 · Sataracell 4940008690

distance 0.371 · cross-district

#14 · Jalgaoncell 4780003732

distance 0.372 · cross-district

#15 · Punecell 4900005098

distance 0.374

#16 · Nashikcell 4870002616

distance 0.376 · cross-district

#17 · Kolhapurcell 4800004707

distance 0.382 · cross-district

#18 · Punecell 4900004678

distance 0.385

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":4900004948}}}'

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.