Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005321

The MH-36 locality cells most similar to this Parbhani 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002749

distance 0.181 · cross-district

#2 · Parbhanicell 4890005462

distance 0.187

#3 · Hingolicell 4770002673

distance 0.203 · cross-district

#4 · Parbhanicell 4890005350

distance 0.203

#5 · Hingolicell 4770002975

distance 0.215 · cross-district

#6 · Parbhanicell 4890005380

distance 0.216

#7 · Jalgaoncell 4780004390

distance 0.222 · cross-district

#8 · Parbhanicell 4890005401

distance 0.223

#9 · Hingolicell 4770002750

distance 0.229 · cross-district

#10 · Hingolicell 4770002537

distance 0.235 · cross-district

#11 · Hingolicell 4770002813

distance 0.242 · cross-district

#12 · Amravaticell 4680007517

distance 0.242 · cross-district

#13 · Jalgaoncell 4780004504

distance 0.243 · cross-district

#14 · Nagpurcell 4840008582

distance 0.248 · cross-district

#15 · Parbhanicell 4890005354

distance 0.249

#16 · Parbhanicell 4890005436

distance 0.273

#17 · Akolacell 4670000590

distance 0.275 · cross-district

#18 · Gondiacell 4760001521

distance 0.28 · 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":489,"cluster_id":4890005321}}}'

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.