Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013153

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013155

distance 0.196

#2 · Punecell 4900013120

distance 0.241

#3 · Punecell 4900012387

distance 0.269

#4 · Punecell 4900012866

distance 0.315

#5 · Punecell 4900013010

distance 0.32

#6 · Punecell 4900012799

distance 0.33

#7 · Thanecell 4970001764

distance 0.34 · cross-district

#8 · Thanecell 4970001685

distance 0.353 · cross-district

#9 · Punecell 4900012868

distance 0.353

#10 · Sataracell 4940006878

distance 0.355 · cross-district

#11 · Punecell 4900013187

distance 0.357

#12 · Punecell 4900012386

distance 0.358

#13 · Thanecell 4970001854

distance 0.361 · cross-district

#14 · Thanecell 4970001101

distance 0.363 · cross-district

#15 · Thanecell 4970001770

distance 0.371 · cross-district

#16 · Punecell 4900013021

distance 0.372

#17 · Punecell 4900012798

distance 0.373

#18 · Punecell 4900012872

distance 0.376

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":4900013153}}}'

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.