Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003370

The MH-36 locality cells most similar to this Hingoli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002537

distance 0.248

#2 · Amravaticell 4680007517

distance 0.306 · cross-district

#3 · Parbhanicell 4890005379

distance 0.346 · cross-district

#4 · Nandurbarcell 4860005027

distance 0.36 · cross-district

#5 · Yavatmalcell 5000004656

distance 0.363 · cross-district

#6 · Parbhanicell 4890005321

distance 0.366 · cross-district

#7 · Yavatmalcell 5000004831

distance 0.372 · cross-district

#8 · Hingolicell 4770002975

distance 0.373

#9 · Parbhanicell 4890005436

distance 0.375 · cross-district

#10 · Hingolicell 4770002972

distance 0.378

#11 · Hingolicell 4770002737

distance 0.379

#12 · Nagpurcell 4840003846

distance 0.381 · cross-district

#13 · Hingolicell 4770002749

distance 0.382

#14 · Jalgaoncell 4780004275

distance 0.384 · cross-district

#15 · Hingolicell 4770002814

distance 0.385

#16 · Hingolicell 4770002813

distance 0.388

#17 · Parbhanicell 4890005462

distance 0.392 · cross-district

#18 · Solapurcell 4960010348

distance 0.392 · 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":477,"cluster_id":4770003370}}}'

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.