Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005436

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005462

distance 0.148

#2 · Parbhanicell 4890005401

distance 0.16

#3 · Hingolicell 4770002749

distance 0.168 · cross-district

#4 · Parbhanicell 4890005450

distance 0.189

#5 · Nagpurcell 4840003846

distance 0.203 · cross-district

#6 · Hingolicell 4770002673

distance 0.208 · cross-district

#7 · Hingolicell 4770002814

distance 0.221 · cross-district

#8 · Hingolicell 4770002542

distance 0.222 · cross-district

#9 · Hingolicell 4770002813

distance 0.226 · cross-district

#10 · Hingolicell 4770002898

distance 0.226 · cross-district

#11 · Hingolicell 4770002738

distance 0.229 · cross-district

#12 · Hingolicell 4770002750

distance 0.231 · cross-district

#13 · Hingolicell 4770002975

distance 0.237 · cross-district

#14 · Nagpurcell 4840007524

distance 0.237 · cross-district

#15 · Parbhanicell 4890005379

distance 0.237

#16 · Jalnacell 4790006500

distance 0.245 · cross-district

#17 · Parbhanicell 4890005380

distance 0.251

#18 · Parbhanicell 4890005422

distance 0.252

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":4890005436}}}'

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.