Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009813

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009293

distance 0.234

#2 · Punecell 4900006022

distance 0.309

#3 · Punecell 4900008398

distance 0.312

#4 · Ahmednagarcell 4660004721

distance 0.319 · cross-district

#5 · Punecell 4900001946

distance 0.323

#6 · Ahmednagarcell 4660004017

distance 0.335 · cross-district

#7 · Punecell 4900010104

distance 0.336

#8 · Sataracell 4940007760

distance 0.366 · cross-district

#9 · Punecell 4900002849

distance 0.374

#10 · Punecell 4900001015

distance 0.384

#11 · Punecell 4900008732

distance 0.396

#12 · Punecell 4900008835

distance 0.397

#13 · Punecell 4900011260

distance 0.401

#14 · Punecell 4900006145

distance 0.402

#15 · Ahmednagarcell 4660007886

distance 0.404 · cross-district

#16 · Punecell 4900009915

distance 0.418

#17 · Punecell 4900011330

distance 0.422

#18 · Punecell 4900012218

distance 0.424

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":4900009813}}}'

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.