Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000747

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000748

distance 0.116

#2 · Sataracell 4940007740

distance 0.288 · cross-district

#3 · Punecell 4900012534

distance 0.312

#4 · Punecell 4900013016

distance 0.323

#5 · Sataracell 4940004079

distance 0.348 · cross-district

#6 · Punecell 4900013015

distance 0.377

#7 · Punecell 4900001258

distance 0.378

#8 · Solapurcell 4960010436

distance 0.383 · cross-district

#9 · Sataracell 4940007950

distance 0.402 · cross-district

#10 · Sataracell 4940004438

distance 0.402 · cross-district

#11 · Punecell 4900013233

distance 0.406

#12 · Punecell 4900012977

distance 0.407

#13 · Solapurcell 4960010264

distance 0.408 · cross-district

#14 · Punecell 4900003629

distance 0.409

#15 · Sataracell 4940007741

distance 0.413 · cross-district

#16 · Punecell 4900003702

distance 0.413

#17 · Punecell 4900003365

distance 0.415

#18 · Sataracell 4940003837

distance 0.416 · 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":4900000747}}}'

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.