Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012318

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013023

distance 0.299

#2 · Punecell 4900013229

distance 0.325

#3 · Punecell 4900003982

distance 0.34

#4 · Punecell 4900000643

distance 0.346

#5 · Punecell 4900013228

distance 0.347

#6 · Punecell 4900000750

distance 0.363

#7 · Chhatrapati Sambhajinagarcell 4690001814

distance 0.38 · cross-district

#8 · Punecell 4900004403

distance 0.381

#9 · Hingolicell 4770002756

distance 0.385 · cross-district

#10 · Punecell 4900012935

distance 0.385

#11 · Punecell 4900012743

distance 0.394

#12 · Solapurcell 4960005472

distance 0.397 · cross-district

#13 · Punecell 4900001144

distance 0.403

#14 · Punecell 4900004826

distance 0.404

#15 · Nashikcell 4870000843

distance 0.407 · cross-district

#16 · Punecell 4900007503

distance 0.409

#17 · Solapurcell 4960011682

distance 0.409 · cross-district

#18 · Solapurcell 4960006944

distance 0.409 · 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":4900012318}}}'

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.