Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013147

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013373

distance 0.307

#2 · Punecell 4900013183

distance 0.366

#3 · Punecell 4900012305

distance 0.403

#4 · Punecell 4900013232

distance 0.404

#5 · Punecell 4900012231

distance 0.427

#6 · Punecell 4900013265

distance 0.439

#7 · Punecell 4900013018

distance 0.44

#8 · Punecell 4900013051

distance 0.443

#9 · Punecell 4900012859

distance 0.45

#10 · Thanecell 4970001694

distance 0.452 · cross-district

#11 · Punecell 4900012976

distance 0.455

#12 · Punecell 4900012306

distance 0.457

#13 · Punecell 4900013087

distance 0.459

#14 · Punecell 4900012792

distance 0.461

#15 · Punecell 4900000863

distance 0.461

#16 · Punecell 4900000639

distance 0.461

#17 · Punecell 4900013091

distance 0.462

#18 · Punecell 4900013019

distance 0.465

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":4900013147}}}'

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.