Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012808

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012937

distance 0.229

#2 · Punecell 4900012809

distance 0.241

#3 · Punecell 4900012741

distance 0.294

#4 · Punecell 4900013199

distance 0.298

#5 · Punecell 4900012461

distance 0.309

#6 · Punecell 4900012737

distance 0.337

#7 · Punecell 4900012739

distance 0.342

#8 · Punecell 4900013022

distance 0.343

#9 · Punecell 4900012983

distance 0.363

#10 · Punecell 4900012807

distance 0.366

#11 · Punecell 4900012742

distance 0.369

#12 · Punecell 4900007112

distance 0.387

#13 · Chhatrapati Sambhajinagarcell 4690002917

distance 0.395 · cross-district

#14 · Nagpurcell 4840004814

distance 0.396 · cross-district

#15 · Punecell 4900006986

distance 0.397

#16 · Punecell 4900012879

distance 0.399

#17 · Chhatrapati Sambhajinagarcell 4690002606

distance 0.399 · cross-district

#18 · Jalnacell 4790004109

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":4900012808}}}'

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.