Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012239

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013083

distance 0.244

#2 · Punecell 4900013014

distance 0.279

#3 · Punecell 4900013017

distance 0.301

#4 · Sataracell 4940007947

distance 0.316 · cross-district

#5 · Sataracell 4940004800

distance 0.337 · cross-district

#6 · Sataracell 4940004803

distance 0.337 · cross-district

#7 · Sataracell 4940008049

distance 0.348 · cross-district

#8 · Sataracell 4940005061

distance 0.366 · cross-district

#9 · Punecell 4900013084

distance 0.367

#10 · Punecell 4900001831

distance 0.37

#11 · Punecell 4900013048

distance 0.372

#12 · Sataracell 4940008149

distance 0.382 · cross-district

#13 · Punecell 4900002392

distance 0.385

#14 · Hingolicell 4770001732

distance 0.387 · cross-district

#15 · Sataracell 4940007635

distance 0.387 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005812

distance 0.396 · cross-district

#17 · Sataracell 4940008048

distance 0.399 · cross-district

#18 · Hingolicell 4770001841

distance 0.4 · 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":4900012239}}}'

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.