Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013116

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013151

distance 0.333

#2 · Punecell 4900013374

distance 0.369

#3 · Nashikcell 4870005521

distance 0.387 · cross-district

#4 · Punecell 4900012600

distance 0.391

#5 · Thanecell 4970001780

distance 0.401 · cross-district

#6 · Punecell 4900012386

distance 0.409

#7 · Thanecell 4970001851

distance 0.417 · cross-district

#8 · Nagpurcell 4840004459

distance 0.423 · cross-district

#9 · Ahmednagarcell 4660012102

distance 0.429 · cross-district

#10 · Punecell 4900012235

distance 0.429

#11 · Chhatrapati Sambhajinagarcell 4690004630

distance 0.432 · cross-district

#12 · Sataracell 4940005049

distance 0.436 · cross-district

#13 · Nashikcell 4870005814

distance 0.438 · cross-district

#14 · Ahmednagarcell 4660010971

distance 0.441 · cross-district

#15 · Punecell 4900012975

distance 0.443

#16 · Punecell 4900012923

distance 0.443

#17 · Parbhanicell 4890005140

distance 0.449 · cross-district

#18 · Punecell 4900012529

distance 0.45

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":4900013116}}}'

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.