Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012517

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

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012971

distance 0.309

#2 · Punecell 4900012798

distance 0.314

#3 · Punecell 4900012589

distance 0.326

#4 · Punecell 4900012590

distance 0.339

#5 · Sataracell 4940006768

distance 0.35 · cross-district

#6 · Ahmednagarcell 4660008640

distance 0.351 · cross-district

#7 · Punecell 4900012386

distance 0.36

#8 · Punecell 4900012796

distance 0.365

#9 · Punecell 4900013010

distance 0.366

#10 · Thanecell 4970001764

distance 0.376 · cross-district

#11 · Punecell 4900013081

distance 0.381

#12 · Punecell 4900013194

distance 0.403

#13 · Punecell 4900012655

distance 0.404

#14 · Punecell 4900013153

distance 0.408

#15 · Sataracell 4940007423

distance 0.414 · cross-district

#16 · Sataracell 4940006886

distance 0.416 · cross-district

#17 · Sataracell 4940006872

distance 0.417 · cross-district

#18 · Sataracell 4940007196

distance 0.419 · 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":4900012517}}}'

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.