Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004990

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003500

distance 0.066 · cross-district

#2 · Parbhanicell 4890005150

distance 0.086

#3 · Parbhanicell 4890005148

distance 0.093

#4 · Parbhanicell 4890004796

distance 0.096

#5 · Parbhanicell 4890005274

distance 0.096

#6 · Jalnacell 4790002911

distance 0.098 · cross-district

#7 · Parbhanicell 4890005382

distance 0.099

#8 · Parbhanicell 4890005439

distance 0.099

#9 · Parbhanicell 4890004220

distance 0.101

#10 · Jalnacell 4790002824

distance 0.11 · cross-district

#11 · Jalnacell 4790002909

distance 0.12 · cross-district

#12 · Jalnacell 4790003323

distance 0.12 · cross-district

#13 · Parbhanicell 4890004574

distance 0.12

#14 · Parbhanicell 4890004989

distance 0.12

#15 · Parbhanicell 4890004980

distance 0.121

#16 · Parbhanicell 4890005025

distance 0.123

#17 · Jalnacell 4790001978

distance 0.123 · cross-district

#18 · Parbhanicell 4890005361

distance 0.123

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":4890004990}}}'

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.