Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003282

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.52

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008370

distance 0.52 · cross-district

#2 · Punecell 4900012721

distance 0.536

#3 · Punecell 4900003283

distance 0.541

#4 · Sataracell 4940008357

distance 0.543 · cross-district

#5 · Punecell 4900003149

distance 0.545

#6 · Punecell 4900003417

distance 0.552

#7 · Sataracell 4940006766

distance 0.564 · cross-district

#8 · Punecell 4900003153

distance 0.565

#9 · Ahmednagarcell 4660012561

distance 0.573 · cross-district

#10 · Sataracell 4940008058

distance 0.575 · cross-district

#11 · Punecell 4900003150

distance 0.576

#12 · Sataracell 4940007538

distance 0.58 · cross-district

#13 · Punecell 4900003418

distance 0.583

#14 · Ahmednagarcell 4660009140

distance 0.583 · cross-district

#15 · Punecell 4900012811

distance 0.586

#16 · Punecell 4900013294

distance 0.588

#17 · Ahmednagarcell 4660010813

distance 0.589 · cross-district

#18 · Ahmednagarcell 4660009154

distance 0.59 · 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":4900003282}}}'

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.